Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects.

[BibT_eX]

[DOI]

Minqian Liu

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Towards Effective Long Conversation Generation with Dynamic Topic Tracking and Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 17th International Natural Language Generation Conference, 2024

Position: TrustLLM: Trustworthiness in Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning?

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

M²PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction.

[BibT_eX]

[DOI]

Sijia Wang

Lifu Huang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Holistic Evaluation for Interleaved Text-and-Image Generation.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

InternalInspector I²: Robust Confidence Estimation in LLMs through Internal States.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

AMD: Automatic Multi-step Distillation of Large-Scale Vision Models.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Ameli: Enhancing Multimodal Entity Linking with Fine-Grained Attributes.

[BibT_eX]

[DOI]

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Multimodal Instruction Tuning with Conditional Mixture of LoRA.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Rationalization for explainable NLP: a survey.

[BibT_eX]

[DOI]

Frontiers Artif. Intell., February, 2023

Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models.

[BibT_eX]

[DOI]

CoRR, 2023

A Survey of Document-Level Information Extraction.

[BibT_eX]

[DOI]

Hanwen Zheng

Sijia Wang

Lifu Huang

CoRR, 2023

The Art of SOCRATIC QUESTIONING: Zero-shot Multimodal Reasoning with Recursive Thinking and Self-Questioning.

[BibT_eX]

[DOI]

CoRR, 2023

Iteratively Improving Biomedical Entity Linking and Event Extraction via Hard Expectation-Maximization.

[BibT_eX]

[DOI]

CoRR, 2023

RE2: Region-Aware Relation Extraction from Visually Rich Documents.

[BibT_eX]

[DOI]

CoRR, 2023

ExClaim: Explainable Neural Claim Verification Using Rationalization.

[BibT_eX]

[DOI]

Sai Gurrapu

Lifu Huang

Feras A. Batarseh

CoRR, 2023

Rationalization for Explainable NLP: A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

Text Mining-based Social-Psychological Vulnerability Analysis of Potential Victims To Cybergrooming: Insights and Lessons Learned.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

ADEPT: Adapter-based Efficient Prompt Tuning Approach for Language Models.

[BibT_eX]

[DOI]

Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing, 2023

End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Understand the Dynamic World: An End-to-End Knowledge Informed Framework for Open Domain Entity State Tracking.

[BibT_eX]

[DOI]

Mingchen Li

Lifu Huang

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Authentic Dialogue Generation to Improve Youth's Awareness of Cybergrooming for Online Safety.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning.

[BibT_eX]

[DOI]

Zhiyang Xu

Ying Shen

Lifu Huang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Learning from a Friend: Improving Event Extraction via Self-Training with Feedback from Abstract Meaning Representation.

[BibT_eX]

[DOI]

Zhiyang Xu

Jay Yoon Lee

Lifu Huang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

The Art of Prompting: Event Detection based on Type Specific Prompts.

[BibT_eX]

[DOI]

Sijia Wang

Mo Yu

Lifu Huang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction.

[BibT_eX]

[DOI]

Minqian Liu

Lifu Huang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Multimedia Generative Script Learning for Task Planning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Improve Event Extraction via Self-Training with Gradient Guidance.

[BibT_eX]

[DOI]

Zhiyang Xu

Lifu Huang

CoRR, 2022

Probing Script Knowledge from Pre-Trained Models.

[BibT_eX]

[DOI]

CoRR, 2022

Identifying and Measuring Token-Level Sentiment Bias in Pre-trained Language Models with Prompts.

[BibT_eX]

[DOI]

CoRR, 2022

Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation.

[BibT_eX]

[DOI]

CoRR, 2022

Efficient Long Sequence Encoding via Synchronization.

[BibT_eX]

[DOI]

CoRR, 2022

Inferring Commonsense Explanations as Prompts for Future Event Generation.

[BibT_eX]

[DOI]

CoRR, 2022

What Makes the Story Forward?: Inferring Commonsense Explanations as Prompts for Future Event Generation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Extracting Temporal Event Relation with Syntax-guided Graph Transformer.

[BibT_eX]

[DOI]

Shuaicheng Zhang

Qiang Ning

Lifu Huang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective.

[BibT_eX]

[DOI]

Zhe Hu

Hou Pong Chan

Lifu Huang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection.

[BibT_eX]

[DOI]

Minqian Liu

Shiyu Chang

Lifu Huang

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Towards Automatic Curation of Antibiotic Resistance Genes via Statement Extraction from Scientific Papers: A Benchmark Dataset and Models.

[BibT_eX]

[DOI]

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Expertise-Aware Truth Analysis and Task Allocation in Mobile Crowdsourcing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction.

[BibT_eX]

[DOI]

CoRR, 2021

Extracting Temporal Event Relation with Syntactic-Guided Temporal Graph Transformer.

[BibT_eX]

[DOI]

Shuaicheng Zhang

Lifu Huang

Qiang Ning

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Cold-start universal information extraction

[BibT_eX]

[DOI]

Lifu Huang

PhD thesis, 2020

ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis.

[BibT_eX]

[DOI]

Nazneen Fatema Rajani

Proceedings of the 13th International Conference on Natural Language Generation, 2020

Semi-supervised New Event Type Induction and Event Detection.

[BibT_eX]

[DOI]

Lifu Huang

Heng Ji

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System.

[BibT_eX]

[DOI]

Proceedings of the 2019 Text Analysis Conference, 2019

Biomedical Event Extraction based on Knowledge-driven Tree-LSTM.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Lifu Huang

Heng Ji

Jonathan May

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System.

[BibT_eX]

[DOI]

Proceedings of the 2018 Text Analysis Conference, 2018

Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Describing a Knowledge Base.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Natural Language Generation, 2018

Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Entity-aware Image Caption Generation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Global Attention for Name Tagging.

[BibT_eX]

[DOI]

Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Open-Schema Event Profiling for Massive News Corpora.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Chengyu Cloze Test.

[BibT_eX]

[DOI]

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

Paper Abstract Writing through Editing Mechanism.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Zero-Shot Transfer Learning for Event Extraction.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Learning Phrase Embeddings from Paraphrases with GRUs.

[BibT_eX]

[DOI]

Zhihao Zhou

Lifu Huang

Heng Ji

CoRR, 2017

Zero-Shot Transfer Learning for Event Extraction.

[BibT_eX]

[DOI]

CoRR, 2017

Liberal Entity Extraction: Rapid Construction of Fine-Grained Entity Typing Systems.

[BibT_eX]

[DOI]

Big Data, 2017

RPI BLENDER TAC-KBP2017 13 Languages EDL System.

[BibT_eX]

[DOI]

Proceedings of the 2017 Text Analysis Conference, 2017

TinkerBell: Cross-lingual Cold-Start Knowledge Base Construction.

[BibT_eX]

[DOI]

Proceedings of the 2017 Text Analysis Conference, 2017

Improving Event Extraction via Multimodal Integration.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Open Relation Extraction and Grounding.

[BibT_eX]

[DOI]

Dian Yu

Lifu Huang

Heng Ji

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

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

[BibT_eX]

[DOI]

CoRR, 2016

RPI BLENDER TAC-KBP2016 System Description.

[BibT_eX]

[DOI]

Proceedings of the 2016 Text Analysis Conference, 2016

AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Liberal Event Extraction and Event Schema Induction.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

A Language-Independent Neural Network for Event Detection.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

RPI BLENDER TAC-KBP2015 System Description.

[BibT_eX]

[DOI]

Proceedings of the 2015 Text Analysis Conference, 2015

Memory-Aware NoC Application Mapping Based on Adaptive Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

2014

Comments-Oriented Summarization in Blogsphere Using a Two-Stage Sentence Similarity Measure.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Discovering Informative Contents of Web Pages.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Generating Supplementary Travel Guides from Social Media.

[BibT_eX]

[DOI]

Proceedings of the COLING 2014, 2014

2013

Comments-Oriented Document Summarization Based on Multi-aspect Co-feedback Ranking.

[BibT_eX]

[DOI]

Lifu Huang

Hongjie Li

Lian'en Huang

Proceedings of the Web-Age Information Management - 14th International Conference, 2013

Optimized Event Storyline Generation based on Mixture-Event-Aspect Model.

[BibT_eX]

[DOI]

Lifu Huang

Lian'en Huang

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

2012

RelationListwise for Query-Focused Multi-Document Summarization.

[BibT_eX]

[DOI]

Proceedings of the COLING 2012, 2012

Lifu Huang

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