Benjamin Van Durme

Venues

Frequent coauthors

Papers

1. Bonsai: Interpretable Tree-Adaptive Grounded Reasoning
   AAAI 2026 ·

   Kate Sanders

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2. Can LLMs Identify Tax Abuse?
   AAAI 2026 ·

   Andrew Blair-Stanek

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3. CoverageBench: Evaluating Information Coverage across Tasks and Domains
   SIGIR 2026 ·

   Saron Samuel

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4. Does Reasoning Make Search More Fair? Comparing Fairness in Reasoning and Non-reasoning Rerankers
   ECIR 2026 ·

   Saron Samuel

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5. How Grounded is Wikipedia? A Study on Structured Evidential Support and Retrieval
   ACL 2026 ·

   William Gantt Walden

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6. Language Models and Logic Programs for Trustworthy Tax Reasoning
   AAAI 2026 ·

   William Jurayj

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7. Multi-Vector Index Compression in Any Modality
   SIGIR 2026 ·

   Hanxiang Qin

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8. WikiVideo: Article Generation from Multiple Videos
   ACL 2026 ·

   Alexander Martin

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9. arXiv2Table: Toward Realistic Benchmarking and Evaluation for LLM-Based Literature-Review Table Generation
   ACL 2026 ·

   Weiqi Wang

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10. CLAIMCHECK: How Grounded are LLM Critiques of Scientific Papers?
    EMNLP 2025 ·

    Jiefu Ou

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11. CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation
    NAACL 2025 ·

    Abe Bohan Hou

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12. Certified Mitigation of Worst-Case LLM Copyright Infringement
    EMNLP 2025 ·

    Jingyu Zhang

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13. Conformal Linguistic Calibration: Trading-off between Factuality and Specificity
    NeurIPS 2025 ·

    Zhengping Jiang

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14. Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements
    ICLR 2025 ·

    Jingyu Zhang

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15. Core: Robust Factual Precision with Informative Sub-Claim Identification
    ACL 2025 ·

    Zhengping Jiang

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16. DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation
    EMNLP 2025 ·

    Miriam Wanner

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17. FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions
    NAACL 2025 ·

    Orion Weller

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18. From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering
    ICLR 2025 ·

    Nathaniel Weir

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19. Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass
    ICLR 2025 ·

    Tong Chen

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20. Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering
    ACL 2025 ·

    William Jurayj

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21. Jailbreak Distillation: Renewable Safety Benchmarking
    EMNLP 2025 ·

    Jingyu Zhang

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22. LLM Agents for Coordinating Multi-User Information Gathering
    ACL 2025 ·

    Harsh Jhamtani

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23. MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with Tools
    NAACL 2025 ·

    Nishant Subramani

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24. Multi-Field Adaptive Retrieval
    ICLR 2025 ·

    Millicent Li

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25. MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval
    CVPR 2025 ·

    Reno Kriz

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26. Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models
    ICLR 2025 ·

    Orion Weller

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27. RATIONALYST: Pre-training Process-Supervision for Improving Reasoning
    ACL 2025 ·

    Dongwei Jiang

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28. RE-AdaptIR: Improving Information Retrieval through Reverse Engineered Adaptation
    SIGIR 2025 ·

    William Fleshman

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29. SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses
    AAAI 2025 ·

    Dongwei Jiang

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30. TurkingBench: A Challenge Benchmark for Web Agents
    NAACL 2025 ·

    Kevin Xu

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31. Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data
    NAACL 2025 ·

    Jingyu Zhang

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32. Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval
    CVPR 2025 ·

    Arun V. Reddy

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33. WorldAPIs: The World Is Worth How Many APIs? A Thought Experiment
    AAAI 2025 ·

    Jiefu Ou

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34. mFollowIR: A Multilingual Benchmark for Instruction Following in Retrieval
    ECIR 2025 ·

    Orion Weller

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35. A Survey of Video Datasets for Grounded Event Understanding
    CVPR 2024 ·

    Kate Sanders

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36. Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation
    ICML 2024 ·

    Haoran Xu

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37. Do Androids Know They're Only Dreaming of Electric Sheep?
    ACL 2024 ·

    Sky CH-Wang

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38. Dodo: Dynamic Contextual Compression for Decoder-only LMs
    ACL 2024 ·

    Guanghui Qin

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39. Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic
    EMNLP 2024 ·

    Nathaniel Weir

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40. FAMuS: Frames Across Multiple Sources
    NAACL 2024 ·

    Siddharth Vashishtha

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41. Grounding Partially-Defined Events in Multimodal Data
    EMNLP 2024 ·

    Kate Sanders

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42. Interpreting User Requests in the Context of Natural Language Standing Instructions
    NAACL 2024 ·

    Nikita Moghe

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43. LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts
    ACL 2024 ·

    Helia Hashemi

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44. LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error
    ACL 2024 ·

    Boshi Wang

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45. Language-to-Code Translation with a Single Labeled Example
    EMNLP 2024 ·

    Kaj Bostrom

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46. Learning to Retrieve Iteratively for In-Context Learning
    EMNLP 2024 ·

    Yunmo Chen

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47. NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning
    IJCAI 2024 ·

    Nathaniel Weir

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48. Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles
    NAACL 2024 ·

    Weiting Tan

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49. Natural Language Decomposition and Interpretation of Complex Utterances
    IJCAI 2024 ·

    Harsh Jhamtani

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50. Ontologically Faithful Generation of Non-Player Character Dialogues
    EMNLP 2024 ·

    Nathaniel Weir

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51. RORA: Robust Free-Text Rationale Evaluation
    ACL 2024 ·

    Zhengping Jiang

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52. SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation
    NAACL 2024 ·

    Abe Bohan Hou

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53. TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning
    EMNLP 2024 ·

    Kate Sanders

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54. Zero and Few-shot Semantic Parsing with Ambiguous Inputs
    ICLR 2024 ·

    Elias Stengel-Eskin

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