Benjamin Van Durme

Language Models and Logic Programs for Trustworthy Tax Reasoning AAAI 2026 Can LLMs Identify Tax Abuse? AAAI 2026 arXiv2Table: Toward Realistic Benchmarking and Evaluation for LLM-Based Literature-Review Table Generation ACL 2026 Bonsai: Interpretable Tree-Adaptive Grounded Reasoning AAAI 2026 LLM Agents for Coordinating Multi-User Information Gathering ACL 2025 Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering ACL 2025 RATIONALYST: Pre-training Process-Supervision for Improving Reasoning ACL 2025 SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses AAAI 2025 From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering ICLR 2025 Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models ICLR 2025 CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation NAACL 2025 MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with Tools NAACL 2025 FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions NAACL 2025 Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data NAACL 2025 TurkingBench: A Challenge Benchmark for Web Agents NAACL 2025 DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation EMNLP 2025 Certified Mitigation of Worst-Case LLM Copyright Infringement EMNLP 2025 CLAIMCHECK: How Grounded are LLM Critiques of Scientific Papers? EMNLP 2025 Jailbreak Distillation: Renewable Safety Benchmarking EMNLP 2025 Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements ICLR 2025 Multi-Field Adaptive Retrieval ICLR 2025 Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval CVPR 2025 MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval CVPR 2025 ADAPTIVE IE: Investigating the Complementarity of Human-AI Collaboration to Adaptively Extract Information on-the-fly COLING 2025 WorldAPIs: The World Is Worth How Many APIs? A Thought Experiment AAAI 2025 Streaming Sequence Transduction through Dynamic Compression ACL 2025 Core: Robust Factual Precision with Informative Sub-Claim Identification ACL 2025 Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass ICLR 2025 Zero and Few-shot Semantic Parsing with Ambiguous Inputs ICLR 2024 Learning to Retrieve Iteratively for In-Context Learning EMNLP 2024 A Closer Look at Claim Decomposition NAACL 2024 Interpreting User Requests in the Context of Natural Language Standing Instructions NAACL 2024 Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles NAACL 2024 FAMuS: Frames Across Multiple Sources NAACL 2024 SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation NAACL 2024 Natural Language Decomposition and Interpretation of Complex Utterances IJCAI 2024 RORA: Robust Free-Text Rationale Evaluation ACL 2024 Dodo: Dynamic Contextual Compression for Decoder-only LMs ACL 2024 LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error ACL 2024 LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts ACL 2024 Do Androids Know They’re Only Dreaming of Electric Sheep? ACL 2024 NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning IJCAI 2024 Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation ICML 2024 MultiMUC: Multilingual Template Filling on MUC-4 EACL 2024 NevIR: Negation in Neural Information Retrieval EACL 2024 “According to . . . ”: Prompting Language Models Improves Quoting from Pre-Training Data EACL 2024 Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models EACL 2024 Defending Against Disinformation Attacks in Open-Domain Question Answering EACL 2024 When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets EACL 2024 Gaps or Hallucinations? Scrutinizing Machine-Generated Legal Analysis for Fine-grained Text Evaluations EMNLP 2024 BLT: Can Large Language Models Handle Basic Legal Text? EMNLP 2024 Grounding Partially-Defined Events in Multimodal Data EMNLP 2024 TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning EMNLP 2024 Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic EMNLP 2024 Ontologically Faithful Generation of Non-Player Character Dialogues EMNLP 2024 Language-to-Code Translation with a Single Labeled Example EMNLP 2024 BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing NIPS 2023 Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA ACL 2023 Connecting Symbolic Statutory Reasoning with Legal Information Extraction EMNLP 2023 InstructExcel: A Benchmark for Natural Language Instruction in Excel EMNLP 2023 Did You Mean...? Confidence-based Trade-offs in Semantic Parsing EMNLP 2023 When Do Decompositions Help for Machine Reading? EMNLP 2023 Iterative Document-level Information Extraction via Imitation Learning EACL 2023 The NLP Task Effectiveness of Long-Range Transformers EACL 2023 A Unified View of Evaluation Metrics for Structured Prediction EMNLP 2023 Data Portraits: Recording Foundation Model Training Data NIPS 2023 The Effect of Alignment Correction on Cross-Lingual Annotation Projection ACL 2023 Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023 Evaluating Paraphrastic Robustness in Textual Entailment Models ACL 2023 MultiVENT: Multilingual Videos of Events and Aligned Natural Text NIPS 2023 Condensing Multilingual Knowledge with Lightweight Language-Specific Modules EMNLP 2023 Nugget: Neural Agglomerative Embeddings of Text ICML 2023 The Curious Case of Control EMNLP 2022 Ambiguous Images With Human Judgments for Robust Visual Event Classification NIPS 2022 Automatic Document Selection for Efficient Encoder Pretraining EMNLP 2022 Online Neural Coreference Resolution with Rollback COLING 2022 Pretrained Models for Multilingual Federated Learning NAACL 2022 Visual Commonsense in Pretrained Unimodal and Multimodal Models NAACL 2022 Few-Shot Semantic Parsing with Language Models Trained on Code NAACL 2022 Improved Induction of Narrative Chains via Cross-Document Relations NAACL 2022 Craft an Iron Sword: Dynamically Generating Interactive Game Characters by Prompting Large Language Models Tuned on Code NAACL 2022 An Empirical Study on Finding Spans EMNLP 2022 When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems EMNLP 2022 Adapting Coreference Resolution Models through Active Learning ACL 2022 Guided K-best Selection for Semantic Parsing Annotation ACL 2022 Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation ACL 2022 Zero-shot Cross-lingual Transfer is Under-specified Optimization ACL 2022 Calibrating Zero-shot Cross-lingual (Un-)structured Predictions EMNLP 2022 Human-Model Divergence in the Handling of Vagueness IJCNLP 2021 Gradual Fine-Tuning for Low-Resource Domain Adaptation EACL 2021 LOME: Large Ontology Multilingual Extraction EACL 2021 InFillmore: Frame-Guided Language Generation with Bidirectional Context IJCNLP 2021 Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction EMNLP 2021 Factoring Statutory Reasoning as Language Understanding Challenges ACL 2021 InFillmore: Frame-Guided Language Generation with Bidirectional Context ACL 2021 Human-Model Divergence in the Handling of Vagueness ACL 2021 Factoring Statutory Reasoning as Language Understanding Challenges IJCNLP 2021 Moving on from OntoNotes: Coreference Resolution Model Transfer EMNLP 2021 BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation EMNLP 2021 Constrained Language Models Yield Few-Shot Semantic Parsers EMNLP 2021 Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images ICCV 2021 Script Induction as Association Rule Mining ACL 2020 Interactive Refinement of Cross-Lingual Word Embeddings EMNLP 2020 Which *BERT? A Survey Organizing Contextualized Encoders EMNLP 2020 Causal Inference of Script Knowledge EMNLP 2020 Incremental Neural Coreference Resolution in Constant Memory EMNLP 2020 COD3S: Diverse Generation with Discrete Semantic Signatures EMNLP 2020 Temporal Reasoning in Natural Language Inference EMNLP 2020 CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models EMNLP 2020 Reading the Manual: Event Extraction as Definition Comprehension EMNLP 2020 Joint Modeling of Arguments for Event Understanding EMNLP 2020 Guided Generation of Cause and Effect IJCAI 2020 Multi-Sentence Argument Linking ACL 2020 Universal Decompositional Semantic Parsing ACL 2020 Hierarchical Entity Typing via Multi-level Learning to Rank ACL 2020 Uncertain Natural Language Inference ACL 2020 Broad-Coverage Semantic Parsing as Transduction EMNLP 2019 PARABANK: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-Constrained Neural Machine Translation AAAI 2019 Predicting the Argumenthood of English Prepositional Phrases AAAI 2019 AMR Parsing as Sequence-to-Graph Transduction ACL 2019 Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference ACL 2019 Fine-Grained Temporal Relation Extraction ACL 2019 Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling ACL 2019 Learning to Rank for Plausible Plausibility ACL 2019 Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering CONLL 2019 A Discriminative Neural Model for Cross-Lingual Word Alignment EMNLP 2019 Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning EMNLP 2019 What do you learn from context? Probing for sentence structure in contextualized word representations ICLR 2019 A Discriminative Neural Model for Cross-Lingual Word Alignment IJCNLP 2019 Broad-Coverage Semantic Parsing as Transduction IJCNLP 2019 Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting NAACL 2019 Multilingual Anchoring: Interactive Topic Modeling and Alignment Across Languages NIPS 2018 Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation EMNLP 2018 Cross-lingual Decompositional Semantic Parsing EMNLP 2018 On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference NAACL 2018 Gender Bias in Coreference Resolution NAACL 2018 Neural Models of Factuality NAACL 2018 Efficient Online Scalar Annotation with Bounded Support ACL 2018 Neural-Davidsonian Semantic Proto-role Labeling EMNLP 2018 Lexicosyntactic Inference in Neural Models EMNLP 2018 Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis EACL 2017 The Semantic Proto-Role Linking Model EACL 2017 MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models EACL 2017 Semantic Role Labeling EMNLP 2017 Efficient, Compositional, Order-sensitive n-gram Embeddings EACL 2017 Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework IJCNLP 2017 Grammatical Error Correction with Neural Reinforcement Learning IJCNLP 2017 CADET: Computer Assisted Discovery Extraction and Translation IJCNLP 2017 Bayesian Modeling of Lexical Resources for Low-Resource Settings ACL 2017 Error-repair Dependency Parsing for Ungrammatical Texts ACL 2017 Pocket Knowledge Base Population ACL 2017 Discriminative Information Retrieval for Question Answering Sentence Selection EACL 2017 Selective Decoding for Cross-lingual Open Information Extraction IJCNLP 2017 Universal Decompositional Semantics on Universal Dependencies EMNLP 2016 Fluency detection on communication networks EMNLP 2016 Adding Semantics to Data-Driven Paraphrasing ACL 2015 Topic Identification and Discovery on Text and Speech EMNLP 2015 Script Induction as Language Modeling EMNLP 2015 Adding Semantics to Data-Driven Paraphrasing IJCNLP 2015 Domain-Specific Paraphrase Extraction IJCNLP 2015 FrameNet+: Fast Paraphrastic Tripling of FrameNet IJCNLP 2015 PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification IJCNLP 2015 Predicate Argument Alignment using a Global Coherence Model NAACL 2015 Multiview LSA: Representation Learning via Generalized CCA NAACL 2015 A Concrete Chinese NLP Pipeline NAACL 2015 Social Media Predictive Analytics NAACL 2015 PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification ACL 2015 FrameNet+: Fast Paraphrastic Tripling of FrameNet ACL 2015 Domain-Specific Paraphrase Extraction ACL 2015 Low-Resource Semantic Role Labeling ACL 2014 Biases in Predicting the Human Language Model ACL 2014 I’m a Belieber: Social Roles via Self-identification and Conceptual Attributes ACL 2014 Particle Filter Rejuvenation and Latent Dirichlet Allocation ACL 2014 Exponential Reservoir Sampling for Streaming Language Models ACL 2014 Inferring User Political Preferences from Streaming Communications ACL 2014 Information Extraction over Structured Data: Question Answering with Freebase ACL 2014 PPDB: The Paraphrase Database NAACL 2013 Answer Extraction as Sequence Tagging with Tree Edit Distance NAACL 2013 Broadly Improving User Classification via Communication-Based Name and Location Clustering on Twitter NAACL 2013 PARMA: A Predicate Argument Aligner ACL 2013 Using Conceptual Class Attributes to Characterize Social Media Users ACL 2013 Semi-Markov Phrase-Based Monolingual Alignment EMNLP 2013 Open Domain Targeted Sentiment EMNLP 2013 A Lightweight and High Performance Monolingual Word Aligner ACL 2013 Automatic Coupling of Answer Extraction and Information Retrieval ACL 2013 Shared Components Topic Models NAACL 2012 Space Efficiencies in Discourse Modeling via Conditional Random Sampling NAACL 2012 Streaming Analysis of Discourse Participants CONLL 2012 Toward Tree Substitution Grammars with Latent Annotations NAACL 2012 Streaming Analysis of Discourse Participants EMNLP 2012 Monolingual Distributional Similarity for Text-to-Text Generation SEMEVAL 2012 Expectations of Word Sense in Parallel Corpora NAACL 2012 Efficient Online Locality Sensitive Hashing via Reservoir Counting ACL 2011 Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text Generation EMNLP 2011 Online Generation of Locality Sensitive Hash Signatures ACL 2010 Building a Semantic Lexicon of English Nouns via Bootstrapping NAACL 2009 Deriving Generalized Knowledge from Corpora Using WordNet Abstraction EACL 2009 Class-Driven Attribute Extraction COLING 2008 Weakly-Supervised Acquisition of Open-Domain Classes and Class Attributes from Web Documents and Query Logs ACL 2008 Mining Parenthetical Translations from the Web by Word Alignment ACL 2008