Benjamin Van Durme

Orcid: 0000-0003-4328-4288

Affiliations:
  • Johns Hopkins University, USA


According to our database1, Benjamin Van Durme authored at least 282 papers between 2003 and 2024.

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Bibliography

2024
Addressing the Binning Problem in Calibration Assessment through Scalar Annotations.
Trans. Assoc. Comput. Linguistics, 2024

Multi-Field Adaptive Retrieval.
CoRR, 2024

MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval.
CoRR, 2024

Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements.
CoRR, 2024

RATIONALYST: Pre-training Process-Supervision for Improving Reasoning.
CoRR, 2024

Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models.
CoRR, 2024

Gaps or Hallucinations? Gazing into Machine-Generated Legal Analysis for Fine-grained Text Evaluations.
CoRR, 2024

Baby Bear: Seeking a Just Right Rating Scale for Scalar Annotations.
CoRR, 2024

WorldAPIs: The World Is Worth How Many APIs? A Thought Experiment.
CoRR, 2024

Core: Robust Factual Precision Scoring with Informative Sub-Claim Identification.
CoRR, 2024

CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation.
CoRR, 2024

RE-AdaptIR: Improving Information Retrieval through Reverse Engineered Adaptation.
CoRR, 2024

RE-Adapt: Reverse Engineered Adaptation of Large Language Models.
CoRR, 2024

AdapterSwap: Continuous Training of LLMs with Data Removal and Access-Control Guarantees.
CoRR, 2024

SELF-[IN]CORRECT: LLMs Struggle with Refining Self-Generated Responses.
CoRR, 2024

Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data.
CoRR, 2024

FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions.
CoRR, 2024

Dated Data: Tracing Knowledge Cutoffs in Large Language Models.
CoRR, 2024

Tur[k]ingBench: A Challenge Benchmark for Web Agents.
CoRR, 2024

Streaming Sequence Transduction through Dynamic Compression.
CoRR, 2024

Reframing Tax Law Entailment as Analogical Reasoning.
CoRR, 2024

A Closer Look at Claim Decomposition.
Proceedings of the 13th Joint Conference on Lexical and Computational Semantics, 2024

FAMuS: Frames Across Multiple Sources.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Interpreting User Requests in the Context of Natural Language Standing Instructions.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Natural Language Decomposition and Interpretation of Complex Utterances.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Zero and Few-shot Semantic Parsing with Ambiguous Inputs.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Ontologically Faithful Generation of Non-Player Character Dialogues.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Learning to Retrieve Iteratively for In-Context Learning.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Language-to-Code Translation with a Single Labeled Example.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Grounding Partially-Defined Events in Multimodal Data.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

"According to . . . ": Prompting Language Models Improves Quoting from Pre-Training Data.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

NevIR: Negation in Neural Information Retrieval.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Defending Against Disinformation Attacks in Open-Domain Question Answering.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

MultiMUC: Multilingual Template Filling on MUC-4.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

A Survey of Video Datasets for Grounded Event Understanding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Dodo: Dynamic Contextual Compression for Decoder-only LMs.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

RORA: Robust Free-Text Rationale Evaluation.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Do Androids Know They're Only Dreaming of Electric Sheep?
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
Multilingual Coreference Resolution in Multiparty Dialogue.
Trans. Assoc. Comput. Linguistics, 2023

Calibrated Interpretation: Confidence Estimation in Semantic Parsing.
Trans. Assoc. Comput. Linguistics, 2023

BLT: Can Large Language Models Handle Basic Legal Text?
CoRR, 2023

Toucan: Token-Aware Character Level Language Modeling.
CoRR, 2023

Nugget 2D: Dynamic Contextual Compression for Scaling Decoder-only Language Models.
CoRR, 2023

SCREWS: A Modular Framework for Reasoning with Revisions.
CoRR, 2023

OpenAI Cribbed Our Tax Example, But Can GPT-4 Really Do Tax?
CoRR, 2023

MegaWika: Millions of reports and their sources across 50 diverse languages.
CoRR, 2023

MultiVENT: Multilingual Videos of Events with Aligned Natural Text.
CoRR, 2023

InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction.
CoRR, 2023

BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Data Portraits: Recording Foundation Model Training Data.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

MultiVENT: Multilingual Videos of Events and Aligned Natural Text.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Nugget: Neural Agglomerative Embeddings of Text.
Proceedings of the International Conference on Machine Learning, 2023

Can GPT-3 Perform Statutory Reasoning?
Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law, 2023

Condensing Multilingual Knowledge with Lightweight Language-Specific Modules.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

When Do Decompositions Help for Machine Reading?
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Did You Mean...? Confidence-based Trade-offs in Semantic Parsing.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

InstructExcel: A Benchmark for Natural Language Instruction in Excel.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A Unified View of Evaluation Metrics for Structured Prediction.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

The NLP Task Effectiveness of Long-Range Transformers.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Iterative Document-level Information Extraction via Imitation Learning.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

One-Shot Learning from a Demonstration with Hierarchical Latent Language.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Evaluating Paraphrastic Robustness in Textual Entailment Models.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Defending Against Poisoning Attacks in Open-Domain Question Answering.
CoRR, 2022

Localization vs. Semantics: How Can Language Benefit Visual Representation Learning?
CoRR, 2022

Dynamic Generation of Interpretable Inference Rules in a Neuro-Symbolic Expert System.
CoRR, 2022

BenchCLAMP: A Benchmark for Evaluating Language Models on Semantic Parsing.
CoRR, 2022

Asking the Right Questions in Low Resource Template Extraction.
CoRR, 2022

Improved Induction of Narrative Chains via Cross-Document Relations.
Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, 2022

Zero-shot Cross-lingual Transfer is Under-specified Optimization.
Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

Ambiguous Images With Human Judgments for Robust Visual Event Classification.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Visual Commonsense in Pretrained Unimodal and Multimodal Models.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Pretrained Models for Multilingual Federated Learning.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Few-Shot Semantic Parsing with Language Models Trained on Code.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

The Curious Case of Control.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Calibrating Zero-shot Cross-lingual (Un-)structured Predictions.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

An Empirical Study on Finding Spans.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Automatic Document Selection for Efficient Encoder Pretraining.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Adapting Coreference Resolution Models through Active Learning.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Guided K-best Selection for Semantic Parsing Annotation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

2021
Joint Universal Syntactic and Semantic Parsing.
Trans. Assoc. Comput. Linguistics, 2021

Iterative Paraphrastic Augmentation with Discriminative Span Alignment.
Trans. Assoc. Comput. Linguistics, 2021

Schema Curation via Causal Association Rule Mining.
CoRR, 2021

Adaptive Active Learning for Coreference Resolution.
CoRR, 2021

InFillmore: Neural Frame Lexicalization for Narrative Text Infilling.
CoRR, 2021

Gradual Fine-Tuning for Low-Resource Domain Adaptation.
CoRR, 2021

InFillmore: Frame-Guided Language Generation with Bidirectional Context.
Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics, 2021

Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Moving on from OntoNotes: Coreference Resolution Model Transfer.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Constrained Language Models Yield Few-Shot Semantic Parsers.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Complement Lexical Retrieval Model with Semantic Residual Embeddings.
Proceedings of the Advances in Information Retrieval, 2021

LOME: Large Ontology Multilingual Extraction.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

Factoring Statutory Reasoning as Language Understanding Challenges.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Revisiting Memory-Efficient Incremental Coreference Resolution.
CoRR, 2020

On the Existence of Tacit Assumptions in Contextualized Language Models.
CoRR, 2020

The Universal Decompositional Semantics Dataset and Decomp Toolkit.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering.
Proceedings of the Natural Legal Language Processing Workshop 2020 co-located with the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD 2020), 2020

Guided Generation of Cause and Effect.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Interactive Refinement of Cross-Lingual Word Embeddings.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Which *BERT? A Survey Organizing Contextualized Encoders.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Incremental Neural Coreference Resolution in Constant Memory.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

COD3S: Diverse Generation with Discrete Semantic Signatures.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Causal Inference of Script Knowledge.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Temporal Reasoning in Natural Language Inference.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Probing Neural Language Models for Human Tacit Assumptions.
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Universal Decompositional Semantic Parsing.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Multi-Sentence Argument Linking.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Uncertain Natural Language Inference.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Hierarchical Entity Typing via Multi-level Learning to Rank.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Script Induction as Association Rule Mining.
Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events, 2020

CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models.
Proceedings of the Fourth Workshop on Structured Prediction for NLP@EMNLP 2020, 2020

Reading the Manual: Event Extraction as Definition Comprehension.
Proceedings of the Fourth Workshop on Structured Prediction for NLP@EMNLP 2020, 2020

2019
Decomposing Generalization: Models of Generic, Habitual and Episodic Statements.
Trans. Assoc. Comput. Linguistics, 2019

Neural variational entity set expansion for automatically populated knowledge graphs.
Inf. Retr. J., 2019

Reading the Manual: Event Extraction as Definition Comprehension.
CoRR, 2019

Transductive Parsing for Universal Decompositional Semantics.
CoRR, 2019

Exact and/or Fast Nearest Neighbors.
CoRR, 2019

Uncertain Natural Language Inference.
CoRR, 2019

NIST TAC SM-KBP 2019 System Description: JHU/UR Framework.
Proceedings of the 2019 Text Analysis Conference, 2019

Probing What Different NLP Tasks Teach Machines about Function Word Comprehension.
Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019

On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference.
Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019

Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

What do you learn from context? Probing for sentence structure in contextualized word representations.
Proceedings of the 7th International Conference on Learning Representations, 2019

Broad-Coverage Semantic Parsing as Transduction.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

A Discriminative Neural Model for Cross-Lingual Word Alignment.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering.
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

AMR Parsing as Sequence-to-Graph Transduction.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Fine-Grained Temporal Relation Extraction.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Learning to Rank for Plausible Plausibility.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning.
Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, 2019

Predicting the Argumenthood of English Prepositional Phrases.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

PARABANK: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-Constrained Neural Machine Translation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Looking for ELMo's friends: Sentence-Level Pretraining Beyond Language Modeling.
CoRR, 2018

ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension.
CoRR, 2018

Predicting Argumenthood of English Preposition Phrases.
CoRR, 2018

Towards a Unified Natural Language Inference Framework to Evaluate Sentence Representations.
CoRR, 2018

Cross-lingual Semantic Parsing.
CoRR, 2018

NIST TAC SM-KBP 2018 System Description: JHU/UR Pipeline.
Proceedings of the 2018 Text Analysis Conference, 2018

Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds.
Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018

Hypothesis Only Baselines in Natural Language Inference.
Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018

Halo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction.
Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018

Summarizing Entities using Distantly Supervised Information Extractors.
Proceedings of the Joint Proceedings of the First International Workshop on Professional Search (ProfS2018); the Second Workshop on Knowledge Graphs and Semantics for Text Retrieval, 2018

A Test Collection for Coreferent Mention Retrieval.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Multilingual Anchoring: Interactive Topic Modeling and Alignment Across Languages.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

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

Gender Bias in Coreference Resolution.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Cross-lingual Decompositional Semantic Parsing.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Lexicosyntactic inference in neural models.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Neural-Davidsonian Semantic Proto-role Labeling.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation.
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

Efficient Online Scalar Annotation with Bounded Support.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Ordinal Common-sense Inference.
Trans. Assoc. Comput. Linguistics, 2017

Feature Generation for Robust Semantic Role Labeling.
CoRR, 2017

Streaming Word Embeddings with the Space-Saving Algorithm.
CoRR, 2017


Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles.
Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, 2017

Training Relation Embeddings under Logical Constraints.
Proceedings of the First Workshop on Knowledge Graphs and Semantics for Text Retrieval and Analysis (KG4IR 2017) co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), 2017

Predicting Asymmetric Transitive Relations in Knowledge Bases.
Proceedings of the First Workshop on Knowledge Graphs and Semantics for Text Retrieval and Analysis (KG4IR 2017) co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), 2017

An Evaluation of PredPatt and Open IE via Stage 1 Semantic Role Labeling.
Proceedings of the IWCS 2017 - 12th International Conference on Computational Semantics - Short papers, Montpellier, France, September 19, 2017

Skip-Prop: Representing Sentences with One Vector Per Proposition.
Proceedings of the IWCS 2017 - 12th International Conference on Computational Semantics - Short papers, Montpellier, France, September 19, 2017

Selective Decoding for Cross-lingual Open Information Extraction.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Grammatical Error Correction with Neural Reinforcement Learning.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017


Social Bias in Elicited Natural Language Inferences.
Proceedings of the First ACL Workshop on Ethics in Natural Language Processing, 2017

Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

The Semantic Proto-Role Linking Model.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Efficient, Compositional, Order-sensitive n-gram Embeddings.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Discriminative Information Retrieval for Question Answering Sentence Selection.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Pocket Knowledge Base Population.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Error-repair Dependency Parsing for Ungrammatical Texts.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Bayesian Modeling of Lexical Resources for Low-Resource Settings.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Semantic Proto-Role Labeling.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Computational linking theory.
CoRR, 2016

A Critical Examination of RESCAL for Completion of Knowledge Bases with Transitive Relations.
CoRR, 2016

Analysis of Morphology in Topic Modeling.
CoRR, 2016

Discriminative Information Retrieval for Knowledge Discovery.
CoRR, 2016

Contrasting Public Opinion Dynamics and Emotional Response During Crisis.
Proceedings of the Social Informatics - 8th International Conference, 2016

A Study of Imitation Learning Methods for Semantic Role Labeling.
Proceedings of the Workshop on Structured Prediction for NLP@EMNLP 2016, 2016

Universal Decompositional Semantics on Universal Dependencies.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Fluency detection on communication networks.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Mining User Interests to Predict Perceived Psycho-Demographic Traits on Twitter.
Proceedings of the Second IEEE International Conference on Big Data Computing Service and Applications, 2016

Microsummarization of Online Reviews: An Experimental Study.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

A Unified Bayesian Model of Scripts, Frames and Language.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Semantic Proto-Roles.
Trans. Assoc. Comput. Linguistics, 2015

Interactive Knowledge Base Population.
CoRR, 2015

Sublinear Partition Estimation.
CoRR, 2015

Learning to predict script events from domain-specific text.
Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics, 2015

Predicate Argument Alignment using a Global Coherence Model.
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

Social Media Predictive Analytics.
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

Multiview LSA: Representation Learning via Generalized CCA.
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

A Concrete Chinese NLP Pipeline.
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

Segmental acoustic indexing for zero resource keyword search.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Script Induction as Language Modeling.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Topic Identification and Discovery on Text and Speech.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

FrameNet+: Fast Paraphrastic Tripling of FrameNet.
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

PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style 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

Domain-Specific Paraphrase Extraction.
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

Adding Semantics to Data-Driven Paraphrasing.
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

Online Bayesian Models for Personal Analytics in Social Media.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Efficient Elicitation of Annotations for Human Evaluation of Machine Translation.
Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

A Wikipedia-based Corpus for Contextualized Machine Translation.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Is the Stanford Dependency Representation Semantic?
Proceedings of the Second Workshop on EVENTS: Definition, 2014

Augmenting FrameNet Via PPDB.
Proceedings of the Second Workshop on EVENTS: Definition, 2014

A Comparison of the Events and Relations Across ACE, ERE, TAC-KBP, and FrameNet Annotation Standards.
Proceedings of the Second Workshop on EVENTS: Definition, 2014

Information Extraction over Structured Data: Question Answering with Freebase.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Inferring User Political Preferences from Streaming Communications.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Exponential Reservoir Sampling for Streaming Language Models.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Particle Filter Rejuvenation and Latent Dirichlet Allocation.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Low-Resource Semantic Role Labeling.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Biases in Predicting the Human Language Model.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

I'm a Belieber: Social Roles via Self-identification and Conceptual Attributes.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Predicting Fine-grained Social Roles with Selectional Preferences.
Proceedings of the Workshop on Language Technologies and Computational Social Science@ACL 2014, 2014

2013
Answer Extraction as Sequence Tagging with Tree Edit Distance.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

PPDB: The Paraphrase Database.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Broadly Improving User Classification via Communication-Based Name and Location Clustering on Twitter.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Semi-Markov Phrase-Based Monolingual Alignment.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Open Domain Targeted Sentiment.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Reporting bias and knowledge acquisition.
Proceedings of the 2013 workshop on Automated knowledge base construction, 2013

A Lightweight and High Performance Monolingual Word Aligner.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Automatic Coupling of Answer Extraction and Information Retrieval.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

PARMA: A Predicate Argument Aligner.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Using Conceptual Class Attributes to Characterize Social Media Users.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Monolingual Distributional Similarity for Text-to-Text Generation.
Proceedings of the First Joint Conference on Lexical and Computational Semantics, 2012

Expectations of Word Sense in Parallel Corpora.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Annotated Gigaword.
Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, 2012

Space Efficiencies in Discourse Modeling via Conditional Random Sampling.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Shared Components Topic Models.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

The JHU-HLTCOE Spoken Web Search System for MediaEval 2012.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Indexing Raw Acoustic Features for Scalable Zero Resource Search.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Streaming Analysis of Discourse Participants.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Judging Grammaticality with Count-Induced Tree Substitution Grammars.
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP, 2012

Statistical Modality Tagging from Rule-based Annotations and Crowdsourcing.
Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics, 2012

2011
Reports of the AAAI 2010 Fall Symposia.
AI Mag., 2011

Nonparametric Bayesian Word Sense Induction.
Proceedings of the 2011 Workshop on Graph-based Methods for Natural Language Processing, 2011

Learning Bilingual Lexicons Using the Visual Similarity of Labeled Web Images.
Proceedings of the IJCAI 2011, 2011

Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text Generation.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Efficient spoken term discovery using randomized algorithms.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

Evaluating Sentence Compression: Pitfalls and Suggested Remedies.
Proceedings of the Workshop on Monolingual Text-To-Text Generation@ACL, 2011

Paraphrastic Sentence Compression with a Character-based Metric: Tightening without Deletion.
Proceedings of the Workshop on Monolingual Text-To-Text Generation@ACL, 2011

Efficient Online Locality Sensitive Hashing via Reservoir Counting.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

Reranking Bilingually Extracted Paraphrases Using Monolingual Distributional Similarity.
Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural Language Semantics, 2011

2010
Evaluation of Commonsense Knowledge with Mechanical Turk.
Proceedings of the 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, 2010

Online Generation of Locality Sensitive Hash Signatures.
Proceedings of the ACL 2010, 2010

Entailment Inference in a Natural Logic-like General Reasoner.
Proceedings of the Commonsense Knowledge, 2010

Preface.
Proceedings of the Commonsense Knowledge, 2010

Organizing Committee.
Proceedings of the Commonsense Knowledge, 2010

Learning from the Web: Extracting General World Knowledge from Noisy Text.
Proceedings of the Collaboratively-Built Knowledge Sources and Artificial Intelligence, 2010

2009
Streaming Pointwise Mutual Information.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Building a Semantic Lexicon of English Nouns via Bootstrapping.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Weblogs as a source for extracting general world knowledge.
Proceedings of the 5th International Conference on Knowledge Capture (K-CAP 2009), 2009

Probabilistic Counting with Randomized Storage.
Proceedings of the IJCAI 2009, 2009

Deriving Generalized Knowledge from Corpora Using WordNet Abstraction.
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

2008
Class-Driven Attribute Extraction.
Proceedings of the COLING 2008, 2008

Weakly-Supervised Acquisition of Open-Domain Classes and Class Attributes from Web Documents and Query Logs.
Proceedings of the ACL 2008, 2008

Mining Parenthetical Translations from the Web by Word Alignment.
Proceedings of the ACL 2008, 2008

Open Knowledge Extraction through Compositional Language Processing.
Proceedings of the Semantics in Text Processing. STEP 2008 Conference Proceedings, 2008

Finding Cars, Goddesses and Enzymes: Parametrizable Acquisition of Labeled Instances for Open-Domain Information Extraction.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
What You Seek Is What You Get: Extraction of Class Attributes from Query Logs.
Proceedings of the IJCAI 2007, 2007

The role of documents vs. queries in extracting class attributes from text.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2004
Pronominal Anaphora Resolution for Unrestricted Text.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

2003
The JAVELIN Question-Answering System at TREC 2003: A Multi-Strategh Approach with Dynamic Planning.
Proceedings of The Twelfth Text REtrieval Conference, 2003


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