Heng Ji

Orcid: 0000-0002-0464-7966

According to our database1, Heng Ji authored at least 472 papers between 2001 and 2024.

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Bibliography

2024
Large Language Models on Graphs: A Comprehensive Survey.
IEEE Trans. Knowl. Data Eng., December, 2024

Factuality challenges in the era of large language models and opportunities for fact-checking.
Nat. Mac. Intell., 2024

MolCap-Arena: A Comprehensive Captioning Benchmark on Language-Enhanced Molecular Property Prediction.
CoRR, 2024

Infogent: An Agent-Based Framework for Web Information Aggregation.
CoRR, 2024

Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play.
CoRR, 2024

Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production.
CoRR, 2024

Scaling Laws for Predicting Downstream Performance in LLMs.
CoRR, 2024

MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders.
CoRR, 2024

Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks.
CoRR, 2024

Aligning LLMs with Individual Preferences via Interaction.
CoRR, 2024

FARM: Functional Group-Aware Representations for Small Molecules.
CoRR, 2024

PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent.
CoRR, 2024

Search and Detect: Training-Free Long Tail Object Detection via Web-Image Retrieval.
CoRR, 2024

Towards LifeSpan Cognitive Systems.
CoRR, 2024

Automating Knowledge Discovery from Scientific Literature via LLMs: A Dual-Agent Approach with Progressive Ontology Prompting.
CoRR, 2024

Geometry Informed Tokenization of Molecules for Language Model Generation.
CoRR, 2024

ARMADA: Attribute-Based Multimodal Data Augmentation.
CoRR, 2024

Dialog Flow Induction for Constrainable LLM-Based Chatbots.
CoRR, 2024

OpenDevin: An Open Platform for AI Software Developers as Generalist Agents.
CoRR, 2024

Establishing Knowledge Preference in Language Models.
CoRR, 2024

Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models.
CoRR, 2024

A Single Transformer for Scalable Vision-Language Modeling.
CoRR, 2024

Eliminating Position Bias of Language Models: A Mechanistic Approach.
CoRR, 2024

Weak-to-Strong Extrapolation Expedites Alignment.
CoRR, 2024

Text-Based Reasoning About Vector Graphics.
CoRR, 2024

From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models.
CoRR, 2024

L+M-24: Building a Dataset for Language + Molecules @ ACL 2024.
CoRR, 2024

LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge Augmentation.
CoRR, 2024

EVEDIT: Event-based Knowledge Editing with Deductive Editing Boundaries.
CoRR, 2024

Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement.
CoRR, 2024

Massively Multi-Cultural Knowledge Acquisition & LM Benchmarking.
CoRR, 2024

Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate.
CoRR, 2024

Name Tagging Under Domain Shift via Metric Learning for Life Sciences.
CoRR, 2024

TrustLLM: Trustworthiness in Large Language Models.
CoRR, 2024

If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents.
CoRR, 2024

Dialog Flow Induction for Constrainable LLM-Based Chatbots.
Proceedings of the 25th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2024

Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

R-Tuning: Instructing Large Language Models to Say 'I Don't Know'.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

LETI: Learning to Generate from Textual Interactions.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Fact Checking Beyond Training Set.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

MIRACLE: An Online, Explainable Multimodal Interactive Concept Learning System.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Executable Code Actions Elicit Better LLM Agents.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

CHEMREASONER: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback.
Proceedings of the Forty-first International Conference on Machine Learning, 2024


Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-constraint.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Enabling Lanuguage Models to Implicitly Learn Self-Improvement.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

MACAROON: Training Vision-Language Models To Be Your Engaged Partners.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

FIRST: Faster Improved Listwise Reranking with Single Token Decoding.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Why Does New Knowledge Create Messy Ripple Effects in LLMs?
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Mitigating the Alignment Tax of RLHF.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Training-free Deep Concept Injection Enables Language Models for Video Question Answering.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

DRESS : Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Schema-based Data Augmentation for Event Extraction.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Agenda-Driven Question Generation: A Case Study in the Courtroom Domain.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

ActionIE: Action Extraction from Scientific Literature with Programming Languages.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Text2DB: Integration-Aware Information Extraction with Large Language Model Agents.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Word Embeddings Are Steers for Language Models.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

SciMON: Scientific Inspiration Machines Optimized for Novelty.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
KEBLM: Knowledge-Enhanced Biomedical Language Models.
J. Biomed. Informatics, 2023

InfoPattern: Unveiling Information Propagation Patterns in Social Media.
CoRR, 2023

R-Tuning: Teaching Large Language Models to Refuse Unknown Questions.
CoRR, 2023

A Reevaluation of Event Extraction: Past, Present, and Future Challenges.
CoRR, 2023

The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions.
CoRR, 2023

Factuality Challenges in the Era of Large Language Models.
CoRR, 2023

Enable Language Models to Implicitly Learn Self-Improvement From Data.
CoRR, 2023

Parameter-Efficient Tuning Helps Language Model Alignment.
CoRR, 2023

LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models.
CoRR, 2023

SynerGPT: In-Context Learning for Personalized Drug Synergy Prediction and Drug Design.
CoRR, 2023

Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems.
CoRR, 2023

Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration.
CoRR, 2023

C-PMI: Conditional Pointwise Mutual Information for Turn-level Dialogue Evaluation.
CoRR, 2023

Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations.
CoRR, 2023

Enhanced Chart Understanding in Vision and Language Task via Cross-modal Pre-training on Plot Table Pairs.
CoRR, 2023

Self Information Update for Large Language Models through Mitigating Exposure Bias.
CoRR, 2023

Meta-review Generation with Checklist-guided Iterative Introspection.
CoRR, 2023

CREATOR: Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation.
CoRR, 2023

Learning to Generate Novel Scientific Directions with Contextualized Literature-based Discovery.
CoRR, 2023

ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media.
CoRR, 2023

LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space.
CoRR, 2023

In-Context Learning of Large Language Models Explained as Kernel Regression.
CoRR, 2023

Understanding the Effect of Data Augmentation on Knowledge Distillation.
CoRR, 2023

Inference-time Re-ranker Relevance Feedback for Neural Information Retrieval.
CoRR, 2023

RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought.
CoRR, 2023

Tool Learning with Foundation Models.
CoRR, 2023

SmartBook: AI-Assisted Situation Report Generation.
CoRR, 2023

Human-in-the-Loop Schema Induction.
CoRR, 2023

Ensemble Transfer Learning for Multilingual Coreference Resolution.
CoRR, 2023

NLUBot101 at SemEval-2023 Task 3: An Augmented Multilingual NLI Approach Towards Online News Persuasion Techniques Detection.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

What should I Ask: A Knowledge-driven Approach for Follow-up Questions Generation in Conversational Surveys.
Proceedings of the 37th Pacific Asia Conference on Language, 2023

Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Paxion: Patching Action Knowledge in Video-Language Foundation Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Learning to Decompose Visual Features with Latent Textual Prompts.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

GLEN: General-Purpose Event Detection for Thousands of Types.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Defining a New NLP Playground.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Instruct and Extract: Instruction Tuning for On-Demand Information Extraction.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Generative Models for Product Attribute Extraction.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Improving Consistency for Text Summarization with Energy Functions.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

NORMSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Enhancing Multi-Document Summarization with Cross-Document Graph-based Information Extraction.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Shorten the Long Tail for Rare Entity and Event Extraction.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Incorporating Task-Specific Concept Knowledge into Script Learning.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

DeepMaven: Deep Question Answering on Long-Distance Movie/TV Show Videos with Multimedia Knowledge Extraction and Synthesis.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Non-Sequential Graph Script Induction via Multimedia Grounding.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Human-in-the-loop Schema Induction.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Unlearning Bias in Language Models by Partitioning Gradients.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Measuring the Effect of Influential Messages on Varying Personas.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

A Language-First Approach for Procedure Planning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Zero-shot Faithful Factual Error Correction.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Zero-Shot Classification by Logical Reasoning on Natural Language Explanations.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

A Close Look into the Calibration of Pre-trained Language Models.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Making Pre-trained Language Models both Task-solvers and Self-calibrators.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Multimedia Generative Script Learning for Task Planning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Code4Struct: Code Generation for Few-Shot Event Structure Prediction.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

OpenPI-C: A Better Benchmark and Stronger Baseline for Open-Vocabulary State Tracking.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

ADEPT: A DEbiasing PrompT Framework.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Video Event Extraction via Tracking Visual States of Arguments.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

SumREN: Summarizing Reported Speech about Events in News.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
A Survey of Knowledge-enhanced Text Generation.
ACM Comput. Surv., January, 2022

Knowledge Graph Comparative Reasoning for Fact Checking: Problem Definition and Algorithms.
IEEE Data Eng. Bull., 2022

Code4Struct: Code Generation for Few-Shot Structured Prediction from Natural Language.
CoRR, 2022

NormSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly.
CoRR, 2022

Towards a Unified Multi-Dimensional Evaluator for Text Generation.
CoRR, 2022

Enhanced Knowledge Selection for Grounded Dialogues via Document Semantic Graphs.
CoRR, 2022

EA<sup>2</sup>E: Improving Consistency with Event Awareness for Document-Level Argument Extraction.
CoRR, 2022

Translation between Molecules and Natural Language.
CoRR, 2022

A Weibo Dataset for the 2022 Russo-Ukrainian Crisis.
CoRR, 2022

Model-Agnostic Multitask Fine-tuning for Few-shot Vision-Language Transfer Learning.
CoRR, 2022

PILED: An Identify-and-Localize Framework for Few-Shot Event Detection.
CoRR, 2022


Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

EA²E: Improving Consistency with Event Awareness for Document-Level Argument Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Event Schema Induction with Double Graph Autoencoders.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Cross-document Misinformation Detection based on Event Graph Reasoning.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

The Battlefront of Combating Misinformation and Coping with Media Bias.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

New Frontiers of Scientific Text Mining: Tasks, Data, and Tools.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Cross-Lingual Transfer with Class-Weighted Language-Invariant Representations.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Chemical-Reaction-Aware Molecule Representation Learning.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Towards a Unified Multi-Dimensional Evaluator for Text Generation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Seeded Hierarchical Clustering for Expert-Crafted Taxonomies.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Language Model Pre-Training with Sparse Latent Typing.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Open Relation and Event Type Discovery with Type Abstraction.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Open-Vocabulary Argument Role Prediction For Event Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Translation between Molecules and Natural Language.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Retrieval-Augmented Generative Question Answering for Event Argument Extraction.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Weakly-Supervised Temporal Article Grounding.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

CLIP-Event: Connecting Text and Images with Event Structures.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

A Zero-Shot Claim Detection Framework Using Question Answering.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

REACTCLASS: Cross-Modal Supervision for Subword-Guided Reactant Entity Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Schema-Guided Event Graph Completion.
Proceedings of the 4th Conference on Automated Knowledge Base Construction, 2022

COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Dynamic Global Memory for Document-level Argument Extraction.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Expertise-Aware Truth Analysis and Task Allocation in Mobile Crowdsourcing.
IEEE Trans. Mob. Comput., 2021

NewsClaims: A New Benchmark for Claim Detection from News with Background Knowledge.
CoRR, 2021

Skyformer: Remodel Self-Attention with Gaussian Kernel and Nyström Method.
CoRR, 2021

IMG2SMI: Translating Molecular Structure Images to Simplified Molecular-input Line-entry System.
CoRR, 2021

A Unified Transformer-based Framework for Duplex Text Normalization.
CoRR, 2021

Towards Robust Neural Retrieval Models with Synthetic Pre-Training.
CoRR, 2021

Future is not One-dimensional: Graph Modeling based Complex Event Schema Induction for Event Prediction.
CoRR, 2021

Personalized Entity Resolution with Dynamic Heterogeneous Knowledge Graph Representations.
CoRR, 2021

White Paper: Challenges and Considerations for the Creation of a Large Labelled Repository of Online Videos with Questionable Content.
CoRR, 2021

Controllable and Diverse Text Generation in E-commerce.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Event Time Extraction and Propagation via Graph Attention Networks.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

Document-Level Event Argument Extraction by Conditional Generation.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Efficient Attentions for Long Document Summarization.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

MUSE: Textual Attributes Guided Portrait Painting Generation.
Proceedings of the 4th IEEE International Conference on Multimedia Information Processing and Retrieval, 2021

Deep Learning on Graphs for Natural Language Processing.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Neural-Answering Logical Queries on Knowledge Graphs.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

KompaRe: A Knowledge Graph Comparative Reasoning System.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

EventKE: Event-Enhanced Knowledge Graph Embedding.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Lifelong Event Detection with Knowledge Transfer.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Corpus-based Open-Domain Event Type Induction.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Joint Multimedia Event Extraction from Video and Article.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Separating Skills and Concepts for Novel Visual Question Answering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Team Skeletor at Touché 2021: Argument Retrieval and Visualization for Controversial Questions.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Stage-wise Fine-tuning for Graph-to-Text Generation.
Proceedings of the ACL-IJCNLP 2021 Student Research Workshop, 2021

HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation.
Proceedings of the ACL-IJCNLP 2021 Student Research Workshop, 2021

Learning Shared Semantic Space for Speech-to-Text Translation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Learning from Lexical Perturbations for Consistent Visual Question Answering.
CoRR, 2020

MUSE: Illustrating Textual Attributes by Portrait Generation.
CoRR, 2020

KompaRe: A Knowledge Graph Comparative Reasoning System.
CoRR, 2020

Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation.
CoRR, 2020

COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation.
CoRR, 2020

The Paradox of Information Access: Growing Isolation in the Age of Sharing.
CoRR, 2020

The Paradox of Information Access: On Modeling Social-Media-Induced Polarization.
CoRR, 2020

Training with Streaming Annotation.
CoRR, 2020

Cross-lingual Structure Transfer for Zero-resource Event Extraction.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis.
Proceedings of the 13th International Conference on Natural Language Generation, 2020

Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Text Classification Using Label Names Only: A Language Model Self-Training Approach.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Connecting the Dots: Event Graph Schema Induction with Path Language Modeling.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Semi-supervised New Event Type Induction and Event Detection.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Learning to Learn Words from Visual Scenes.
Proceedings of the Computer Vision - ECCV 2020, 2020

A Joint Neural Model for Information Extraction with Global Features.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Cross-media Structured Common Space for Multimedia Event Extraction.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

GAIA: A Fine-grained Multimedia Knowledge Extraction System.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

2019
Joint Entity and Event Extraction with Generative Adversarial Imitation Learning.
Data Intell., 2019

Learning to Learn Words from Narrated Video.
CoRR, 2019

Raw-to-End Name Entity Recognition in Social Media.
CoRR, 2019

Improving Question Answering with External Knowledge.
CoRR, 2019

The Age of Social Sensing.
Computer, 2019

A Baseline Fine-Grained Entity Extraction System for TAC-KBP2019.
Proceedings of the 2019 Text Analysis Conference, 2019


Overview of TAC-KBP 2019 Fine-grained Entity Extraction.
Proceedings of the 2019 Text Analysis Conference, 2019

Multilingual Entity, Relation, Event and Human Value Extraction.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Biomedical Event Extraction based on Knowledge-driven Tree-LSTM.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

The unobtrusive group interaction (UGI) corpus.
Proceedings of the 10th ACM Multimedia Systems Conference, 2019

PANEL: Challenges for Multimedia/Multimodal Research in the Next Decade.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Cross-lingual Structure Transfer for Relation and Event Extraction.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

An Attentive Fine-Grained Entity Typing Model with Latent Type Representation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Low-Resource Name Tagging Learned with Weakly Labeled Data.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

PaperRobot: Incremental Draft Generation of Scientific Ideas.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Reliability-aware Dynamic Feature Composition for Name Tagging.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Improving Question Answering with External Knowledge.
Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction.
Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis LOUHI@EMNLP 2019, 2019

Cross-lingual Joint Entity and Word Embedding to Improve Entity Linking and Parallel Sentence Mining.
Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, 2019

Zero-Shot Cross-lingual Name Retrieval for Low-Resource Languages.
Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, 2019

2018
Information Extraction.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Incident-Driven Machine Translation and Name Tagging for Low-resource Languages.
Mach. Transl., 2018

Event Extraction with Generative Adversarial Imitation Learning.
CoRR, 2018


Seq2RDF: An End-to-end Application for Deriving Triples from Natural Language Text.
Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018

ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

Error Analysis of Uyghur Name Tagging: Language-specific Techniques and Remaining Challenges.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Describing a Knowledge Base.
Proceedings of the 11th International Conference on Natural Language Generation, 2018

A Multimodal-Sensor-Enabled Room for Unobtrusive Group Meeting Analysis.
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Visualizing Group Dynamics based on Multiparty Meeting Understanding.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018

Incorporating Background Knowledge into Video Description Generation.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Entity-aware Image Caption Generation.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Multi-lingual Common Semantic Space Construction via Cluster-Consistent Word Embedding.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Global Attention for Name Tagging.
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Open-Schema Event Profiling for Massive News Corpora.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Chengyu Cloze Test.
Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications@NAACL-HLT 2018, 2018

Acquiring Background Knowledge to Improve Moral Value Prediction.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Paper Abstract Writing through Editing Mechanism.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Multi-lingual Entity Discovery and Linking.
Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, Tutorial Abstracts, 2018

Platforms for Non-speakers Annotating Names in Any Language.
Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

Visual Attention Model for Name Tagging in Multimodal Social Media.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Zero-Shot Transfer Learning for Event Extraction.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Learning Phrase Embeddings from Paraphrases with GRUs.
CoRR, 2017

Acquiring Background Knowledge to Improve Moral Value Prediction.
CoRR, 2017

Zero-Shot Transfer Learning for Event Extraction.
CoRR, 2017

Liberal Entity Extraction: Rapid Construction of Fine-Grained Entity Typing Systems.
Big Data, 2017

CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases.
Proceedings of the 26th International Conference on World Wide Web, 2017

RPI BLENDER TAC-KBP2017 13 Languages EDL System.
Proceedings of the 2017 Text Analysis Conference, 2017

Overview of TAC-KBP2017 13 Languages Entity Discovery and Linking.
Proceedings of the 2017 Text Analysis Conference, 2017


Improving Event Extraction via Multimodal Integration.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Team ELISA System for DARPA LORELEI Speech Evaluation 2016.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Embracing Non-Traditional Linguistic Resources for Low-resource Language Name Tagging.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Open Relation Extraction and Grounding.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Cross-lingual Name Tagging and Linking for 282 Languages.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

List-only Entity Linking.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Relation Classification Via Modeling Augmented Dependency Paths.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

From Image to Translation: Processing the Endangered Nyushu Script.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016

Building a Fine-Grained Entity Typing System Overnight for a New X (X = Language, Domain, Genre).
CoRR, 2016

Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment.
CoRR, 2016

RPI BLENDER TAC-KBP2016 System Description.
Proceedings of the 2016 Text Analysis Conference, 2016

Overview of TAC-KBP2016 Tri-lingual EDL and Its Impact on End-to-End KBP.
Proceedings of the 2016 Text Analysis Conference, 2016

Automatic Entity Recognition and Typing in Massive Text Data.
Proceedings of the 2016 International Conference on Management of Data, 2016

CAMR at SemEval-2016 Task 8: An Extended Transition-based AMR Parser.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Discovering Concept-Level Event Associations from a Text Stream.
Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning.
Proceedings of the NAACL HLT 2016, 2016


Cross-genre Event Extraction with Knowledge Enrichment.
Proceedings of the NAACL HLT 2016, 2016

Event Specific Multimodal Pattern Mining for Knowledge Base Construction.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Expertise in Social Networks: How Do Experts Differ from Other Users?
Proceedings of the Tenth International Conference on Web and Social Media, 2016

Image-Image Search for Comparable Corpora Construction.
Proceedings of the Sixth Workshop on Hybrid Approaches to Translation, 2016

AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

The Gun Violence Database: A new task and data set for NLP.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Bitext Name Tagging for Cross-lingual Entity Annotation Projection.
Proceedings of the COLING 2016, 2016

On predicting social unrest using social media.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

Leveraging Entity Linking and Related Language Projection to Improve Name Transliteration.
Proceedings of the Sixth Named Entity Workshop, 2016

Building a Cross-document Event-Event Relation Corpus.
Proceedings of the 10th Linguistic Annotation Workshop held in conjunction with ACL 2016, 2016

A Comparison of Event Representations in DEFT.
Proceedings of the Fourth Workshop on Events, 2016

Unsupervised Person Slot Filling based on Graph Mining.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

A Multi-media Approach to Cross-lingual Entity Knowledge Transfer.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Liberal Event Extraction and Event Schema Induction.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

A Language-Independent Neural Network for Event Detection.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Identifying News from Tweets.
Proceedings of the First Workshop on NLP and Computational Social Science, 2016

2015
Exploiting Geolocation, User and Temporal Information for Natural Hazards Monitoring in Twitter.
Proces. del Leng. Natural, 2015

Entity linking for biomedical literature.
BMC Medical Informatics Decis. Mak., 2015

Incremental learning from news events.
Knowl. Based Syst., 2015

Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation.
CoRR, 2015

Overview of TAC-KBP2015 Tri-lingual Entity Discovery and Linking.
Proceedings of the 2015 Text Analysis Conference, 2015

RPI BLENDER TAC-KBP2015 System Description.
Proceedings of the 2015 Text Analysis Conference, 2015

Why Read if You Can Scan? Trigger Scoping Strategy for Biographical Fact Extraction.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Unsupervised Entity Linking with Abstract Meaning Representation.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Modeling Truth Existence in Truth Discovery.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Cross-document Event Coreference Resolution based on Cross-media Features.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Language and Domain Independent Entity Linking with Quantified Collective Validation.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Biography-Dependent Collaborative Entity Archiving for Slot Filling.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Name List Only? Target Entity Disambiguation in Short Texts.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion.
Proceedings of the Workshop on Biomedical Natural Language Processing, BioNLP@IJCNLP 2015, 2015

Social Event Extraction: Task, Challenges and Techniques.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Name-aware language model adaptation and sparse features for statistical machine translation.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

Context-aware Entity Morph Decoding.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Detecting Deceptive Groups Using Conversations and Network Analysis.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

A Dependency-Based Neural Network for Relation Classification.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Successful Data Mining Methods for NLP.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

One Tense per Scene: Predicting Tense in Chinese Conversations.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Seed-Based Event Trigger Labeling: How far can event descriptions get us?
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

A Novel Neural Topic Model and Its Supervised Extension.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
The Emergence of Communities and Their Leaders on Twitter Following an Extreme Event.
Proceedings of the Social Network Analysis - Community Detection and Evolution, 2014

Tweet, but verify: epistemic study of information verification on Twitter.
Soc. Netw. Anal. Min., 2014

Exploring and inferring user-user pseudo-friendship for sentiment analysis with heterogeneous networks.
Stat. Anal. Data Min., 2014

Tackling representation, annotation and classification challenges for temporal knowledge base population.
Knowl. Inf. Syst., 2014

NewsNetExplorer: automatic construction and exploration of news information networks.
Proceedings of the International Conference on Management of Data, 2014

Comparison of the Impact of Word Segmentation on Name Tagging for Chinese and Japanese.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

The Nature of Communications and Emerging Communities on Twitter Following the 2013 Syria Sarin Gas Attacks.
Proceedings of the IEEE Joint Intelligence and Security Informatics Conference, 2014

An Iterative Link-based Method for Parallel Web Page Mining.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Constructing Information Networks Using One Single Model.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Joint Learning of Chinese Words, Terms and Keywords.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding.
Proceedings of the COLING 2014, 2014

Analysis and Refinement of Temporal Relation Aggregation.
Proceedings of the COLING 2014, 2014

Be Appropriate and Funny: Automatic Entity Morph Encoding.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

How to Speak a Language without Knowing It.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Wikification and Beyond: The Challenges of Entity and Concept Grounding.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Two-Stage Hashing for Fast Document Retrieval.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Incremental Joint Extraction of Entity Mentions and Relations.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Collective Tweet Wikification based on Semi-supervised Graph Regularization.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Cross-media Cross-genre Information Ranking based on Multi-media Information Networks.
Proceedings of the Third Workshop on Vision and Language, 2014

2013
Open-Domain Multi-Document Summarization via Information Extraction: Challenges and Prospects.
Proceedings of the Multi-source, Multilingual Information Extraction and Summarization, 2013

Unsupervised Sentiment-Bearing Feature Selection for Document-Level Sentiment Classification.
IEICE Trans. Inf. Syst., 2013

Harnessing web page directories for large-scale classification of tweets.
Proceedings of the 22nd International World Wide Web Conference, 2013

RPI-BLENDER TAC-KBP2013 Knowledge Base Population System.
Proceedings of the Sixth Text Analysis Conference, 2013

EventCube: multi-dimensional search and mining of structured and text data.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Curating and contextualizing Twitter stories to assist with social newsgathering.
Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

Constructing Topical Hierarchies in Heterogeneous Information Networks.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Evolution of communities on Twitter and the role of their leaders during emergencies.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Name-aware Machine Translation.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Joint Event Extraction via Structured Prediction with Global Features.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Resolving Entity Morphs in Censored Data.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Linking Tweets to News: A Framework to Enrich Short Text Data in Social Media.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Information Network Construction and Alignment from Automatically Acquired Comparable Corpora.
Proceedings of the Building and Using Comparable Corpora., 2013

2012
Uncertainty Reduction for Knowledge Discovery and Information Extraction on the World Wide Web.
Proc. IEEE, 2012

Exploring Context and Content Links in Social Media: A Latent Space Method.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

CUNY BLENDER TAC-KBP2012 Entity Linking System and Slot Filling Validation System.
Proceedings of the Fifth Text Analysis Conference, 2012

Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Combining Social Cognitive Theories with Linguistic Features for Multi-genre Sentiment Analysis.
Proceedings of the 26th Pacific Asia Conference on Language, Information and Computation, 2012

Relabeling Distantly Supervised Training Data for Temporal Knowledge Base Population.
Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, 2012

Linguistic Resources for Entity Linking Evaluation: from Monolingual to Cross-lingual.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Free-form text summarization in social sensing.
Proceedings of the 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), 2012

Tweet Ranking Based on Heterogeneous Networks.
Proceedings of the COLING 2012, 2012

Analysis and Enhancement of Wikification for Microblogs with Context Expansion.
Proceedings of the COLING 2012, 2012

Analysis and Refinement of Cross-Lingual Entity Linking.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visual Analytics, 2012

Joint bilingual name tagging for parallel corpora.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Combining Flat and Structured Approaches for Temporal Slot Filling or: How Much to Compress?
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012

2011
CUNY-UIUC-SRI TAC-KBP2011 Entity Linking System Description.
Proceedings of the Fourth Text Analysis Conference, 2011

CUNY BLENDER TAC-KBP2011 Temporal Slot Filling System Description.
Proceedings of the Fourth Text Analysis Conference, 2011

A toolkit for knowledge base population.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Unsupervised Language-Independent Name Translation Mining from Wikipedia Infoboxes.
Proceedings of the First workshop on Unsupervised Learning in NLP@EMNLP 2011, 2011

Collaborative Ranking: A Case Study on Entity Linking.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Joint inference for cross-document information extraction.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Knowledge Base Population: Successful Approaches and Challenges.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

Cross-lingual Slot Filling from Comparable Corpora.
Proceedings of the 4th Workshop on Building and Using Comparable Corpora: Comparable Corpora and the Web, 2011

Mining Name Translations from Comparable Corpora by Creating Bilingual Information Networks.
Proceedings of the 2nd Workshop on Building and Using Comparable Corpora: from Parallel to Non-parallel Corpora, 2011

2010
Graph-Based Clustering for Computational Linguistics: A Survey.
Proceedings of TextGraphs@ACL 2010 Workshop on Graph-based Methods for Natural Language Processing, 2010

CUNY-BLENDER TAC-KBP2010 Entity Linking and Slot Filling System Description.
Proceedings of the Third Text Analysis Conference, 2010

Domain-Independent Novel Event Discovery and Semi-Automatic Event Annotation.
Proceedings of the 24th Pacific Asia Conference on Language, Information and Computation, 2010

Utility Evaluation of Cross-document Information Extraction.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

New Tools for Web-Scale N-grams.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Annotating Event Chains for Carbon Sequestration Literature.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

One sense per context cluster: Improving word sense disambiguation using web-scale phrase clustering.
Proceedings of the 4th International Universal Communication Symposium, 2010

Enhancing Multi-lingual Information Extraction via Cross-Media Inference and Fusion.
Proceedings of the COLING 2010, 2010

Challenges from Information Extraction to Information Fusion.
Proceedings of the COLING 2010, 2010

Re-ranking Summaries Based on Cross-Document Information Extraction.
Proceedings of the Information Retrieval Technology, 2010

Top-Down and Bottom-Up: A Combined Approach to Slot Filling.
Proceedings of the Information Retrieval Technology, 2010

2009
Information Extraction.
Proceedings of the Encyclopedia of Database Systems, 2009

Graph-based Event Coreference Resolution.
Proceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing, 2009

Cross-document Event Extraction and Tracking: Task, Evaluation, Techniques and Challenges.
Proceedings of the Recent Advances in Natural Language Processing, 2009

Gender and Animacy Knowledge Discovery from Web-Scale N-Grams for Unsupervised Person Mention Detection.
Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, 2009

Automatic Recognition of Logical Relations for English, Chinese and Japanese in the GLARF Framework.
Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions, 2009

Cross-document Temporal and Spatial Person Tracking System Demonstration.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Language Specific Issue and Feature Exploration in Chinese Event Extraction.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Transducing Logical Relations from Automatic and Manual GLARF.
Proceedings of the Third Linguistic Annotation Workshop, 2009

Who, What, When, Where, Why? Comparing Multiple Approaches to the Cross-Lingual 5W Task.
Proceedings of the ACL 2009, 2009

Predicting Unknown Time Arguments based on Cross-Event Propagation.
Proceedings of the ACL 2009, 2009

2008
Speech segmentation and spoken document processing.
IEEE Signal Process. Mag., 2008

Phonetic name matching for cross-lingual Spoken Sentence Retrieval.
Proceedings of the 2008 IEEE Spoken Language Technology Workshop, 2008

The effects of high quality translations of named entities in cross-language information exploration.
Proceedings of the 4th International Conference on Natural Language Processing and Knowledge Engineering, 2008

Punctuating speech for information extraction.
Proceedings of the IEEE International Conference on Acoustics, 2008

A study of using an out-of-box commercial MT system for query translation in CLIR.
Proceedings of the Proceeding of the 2nd ACM workshop on Improving Non English Web Searching, 2008

Refining Event Extraction through Cross-Document Inference.
Proceedings of the ACL 2008, 2008

2007
Joint Inference for Information Extraction and Translation.
PhD thesis, 2007

2006
Impact of Automatic Comma Prediction on POS/Name Tagging of speech.
Proceedings of the 2006 IEEE ACL Spoken Language Technology Workshop, 2006

Analysis and Repair of Name Tagger Errors.
Proceedings of the ACL 2006, 2006

2005
Using Semantic Relations to Refine Coreference Decisions.
Proceedings of the HLT/EMNLP 2005, 2005

Improving Name Tagging by Reference Resolution and Relation Detection.
Proceedings of the ACL 2005, 2005

2001
A Chinese name identifying system based on inverse name frequency model and rules.
Proceedings of the IEEE International Conference on Systems, 2001


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