PPaperPicks

Arman Cohan

82 papers at tracked venues · 42 at CORE A* · active 2024–2026

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Venues

ACL ×31EMNLP ×25NAACL ×11NeurIPS ×4EACL ×2ECIR ×2ICLR ×2ICML ×2AAAI ×1CVPR ×1SIGIR ×1

Frequent coauthors

Yilun Zhao
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Yixin Liu
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Xiangru Tang
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Gabrielle Kaili-May Liu
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Simeng Han
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Benlu Wang
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Sihong Wu
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Orion Weller
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Zhaojian Yu
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Aniketh Garikaparthi
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Chunyuan Deng
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Linyong Nan
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Papers

  1. A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning
    ACL 2026 ·
    Tianyu Yang
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  2. A Survey on Evaluation of LLM-based Agents
    ACL 2026 ·
    Asaf Yehudai
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  3. Anchor: Branch-Point Data Generation for GUI Agents
    ACL 2026 ·
    Jinbiao Wei
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  4. CPTCoder: A Reliable LLM System for Medical Procedure Code Prediction
    ACL 2026 ·
    Benlu Wang
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  5. Can AI Be a Good Peer Reviewer? A Survey of Peer Review Process, Evaluation, and the Future
    ACL 2026 ·
    Sihong Wu
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  6. Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics
    ACL 2026 ·
    Jinu Lee
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  7. Investigating Retrieval-Augmented Generation Systems on Unanswerable, Uncheatable, Realistic, Multi-hop Queries
    ECIR 2026 ·
    Gabrielle Kaili-May Liu
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  8. MMSciCode: Real-world Evaluation of Multilingual Multi-Discipline Scientific Research Coding
    ACL 2026 ·
    Xue Xia
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  9. MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application
    ACL 2026 ·
    Xueqing Peng
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  10. Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL
    EACL 2026 ·
    Yifei Shen
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  11. RbtAct: Rebuttal as Supervision for Actionable Review Feedback Generation
    ACL 2026 ·
    Sihong Wu
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  12. Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems
    ACL 2026 ·
    Yilun Zhao
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  13. SciMDR: Advancing Scientific Multimodal Document Reasoning
    ACL 2026 ·
    Ziyu Chen
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  14. SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific Literature
    EACL 2026 ·
    Hang Ding
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  15. A Large-Scale Study of Reranker Relevance Feedback at Inference
    SIGIR 2025 ·
    Revanth Gangi Reddy
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  16. AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research
    ACL 2025 ·
    Yilun Zhao
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  17. Are Multimodal LLMs Robust Against Adversarial Perturbations? RoMMath: A Systematic Evaluation on Multimodal Math Reasoning
    NAACL 2025 ·
    Yilun Zhao
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  18. Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers
    ACL 2025 ·
    Zhijian Xu
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  19. Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers
    ACL 2025 ·
    Yilun Zhao
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  20. ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning
    ICLR 2025 ·
    Xiangru Tang
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  21. CourtReasoner: Can LLM Agents Reason Like Judges?
    EMNLP 2025 ·
    Sophia Simeng Han
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  22. Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective
    EMNLP 2025 ·
    Siyue Zhang
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  23. DyFlow: Dynamic Workflow Framework for Agentic Reasoning
    NeurIPS 2025 ·
    Yanbo Wang
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  24. FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering
    EMNLP 2025 ·
    Yitao Long
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  25. FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain
    EMNLP 2025 ·
    Tiansheng Hu
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  26. FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions
    NAACL 2025 ·
    Orion Weller
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  27. From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations
    EMNLP 2025 ·
    Benlu Wang
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  28. HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Task
    ACL 2025 ·
    Zhaojian Yu
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  29. IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery
    ACL 2025 ·
    Aniketh Garikaparthi
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  30. Judging with Many Minds: Do More Perspectives Mean Less Prejudice? On Bias Amplification and Resistance in Multi-Agent Based LLM-as-Judge
    EMNLP 2025 ·
    Chiyu Ma
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  31. LimRank: Less is More for Reasoning-Intensive Information Reranking
    EMNLP 2025 ·
    Tingyu Song
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  32. LocAgent: Graph-Guided LLM Agents for Code Localization
    ACL 2025 ·
    Zhaoling Chen
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  33. MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search
    EMNLP 2025 ·
    Yunhai Hu
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  34. MDCure: A Scalable Pipeline for Multi-Document Instruction-Following
    ACL 2025 ·
    Gabrielle Kaili-May Liu
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  35. MIR: Methodology Inspiration Retrieval for Scientific Research Problems
    ACL 2025 ·
    Aniketh Garikaparthi
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  36. MMVU: Measuring Expert-Level Multi-Discipline Video Understanding
    CVPR 2025 ·
    Yilun Zhao
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  37. Measuring what Matters: Construct Validity in Large Language Model Benchmarks
    NeurIPS 2025 ·
    Andrew M. Bean
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  38. MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education
    EMNLP 2025 ·
    Dongsuk Jang
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  39. MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs
    EMNLP 2025 ·
    Gabrielle Kaili-May Liu
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  40. On Evaluating LLM Alignment by Evaluating LLMs as Judges
    NeurIPS 2025 ·
    Yixin Liu
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  41. Physics: Benchmarking Foundation Models on University-Level Physics Problem Solving
    ACL 2025 ·
    Kaiyue Feng
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  42. Re-evaluating Automatic LLM System Ranking for Alignment with Human Preference
    NAACL 2025 ·
    Mingqi Gao
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  43. ReIFE: Re-evaluating Instruction-Following Evaluation
    NAACL 2025 ·
    Yixin Liu
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  44. Ref-Long: Benchmarking the Long-context Referencing Capability of Long-context Language Models
    ACL 2025 ·
    Junjie Wu
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  45. RouterRetriever: Routing over a Mixture of Expert Embedding Models
    AAAI 2025 ·
    Hyunji Lee
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  46. SCIURus: Shared Circuits for Interpretable Uncertainty Representations in Language Models
    NAACL 2025 ·
    Carter Teplica
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  47. SciArena: An Open Evaluation Platform for Non-Verifiable Scientific Literature-Grounded Tasks
    NeurIPS 2025 ·
    Yilun Zhao
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  48. SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature
    EMNLP 2025 ·
    David Wadden
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  49. SciSketch: An Open-source Framework for Automated Schematic Diagram Generation in Scientific Papers
    EMNLP 2025 ·
    Zihang Wang
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  50. SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification
    ACL 2025 ·
    Chengye Wang
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  51. TESS 2: A Large-Scale Generalist Diffusion Language Model
    ACL 2025 ·
    Jaesung Tae
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  52. TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models
    ICLR 2025 ·
    Ziyao Shangguan
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  53. Table-R1: Inference-Time Scaling for Table Reasoning Tasks
    EMNLP 2025 ·
    Zheyuan Yang
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  54. Understanding Reference Policies in Direct Preference Optimization
    NAACL 2025 ·
    Yixin Liu
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  55. Z1: Efficient Test-time Scaling with Code
    EMNLP 2025 ·
    Zhaojian Yu
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  56. mFollowIR: A Multilingual Benchmark for Instruction Following in Retrieval
    ECIR 2025 ·
    Orion Weller
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  57. Bayesian Calibration of Win Rate Estimation with LLM Evaluators
    EMNLP 2024 ·
    Yicheng Gao
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  58. Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization
    NAACL 2024 ·
    Yixin Liu
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  59. Calibrating Long-form Generations From Large Language Models
    EMNLP 2024 ·
    Yukun Huang
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  60. DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Financial Documents
    ACL 2024 ·
    Yilun Zhao
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  61. FOLIO: Natural Language Reasoning with First-Order Logic
    EMNLP 2024 ·
    Simeng Han
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  62. FinDVer: Explainable Claim Verification over Long and Hybrid-content Financial Documents
    EMNLP 2024 ·
    Yilun Zhao
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  63. Investigating Data Contamination in Modern Benchmarks for Large Language Models
    NAACL 2024 ·
    Chunyuan Deng
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  64. KnowledgeFMath: A Knowledge-Intensive Math Reasoning Dataset in Finance Domains
    ACL 2024 ·
    Yilun Zhao
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  65. M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models
    EMNLP 2024 ·
    Chuhan Li
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  66. MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications
    EMNLP 2024 ·
    Xiangru Tang
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  67. MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
    ACL 2024 ·
    Xiangru Tang
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  68. NExT: Teaching Large Language Models to Reason about Code Execution
    ICML 2024 ·
    Ansong Ni
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  69. OLMo: Accelerating the Science of Language Models
    ACL 2024 ·
    Dirk Groeneveld
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  70. OMG-QA: Building Open-Domain Multi-Modal Generative Question Answering Systems
    EMNLP 2024 ·
    Linyong Nan
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  71. Observable Propagation: Uncovering Feature Vectors in Transformers
    ICML 2024 ·
    Jacob Dunefsky
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  72. On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering
    NAACL 2024 ·
    Linyong Nan
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  73. On Learning to Summarize with Large Language Models as References
    NAACL 2024 ·
    Yixin Liu
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  74. OpenT2T: An Open-Source Toolkit for Table-to-Text Generation
    EMNLP 2024 ·
    Haowei Zhang
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  75. P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains
    EMNLP 2024 ·
    Simeng Han
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  76. Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models
    ACL 2024 ·
    Martin Riddell
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  77. Rethinking Efficient Multilingual Text Summarization Meta-Evaluation
    ACL 2024 ·
    Rilyn Han
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  78. SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers
    EMNLP 2024 ·
    Shruti Singh
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  79. Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data?
    NAACL 2024 ·
    Xiangru Tang
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  80. TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation
    EMNLP 2024 ·
    Gefei Gu
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  81. TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning
    ACL 2024 ·
    Yilun Zhao
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  82. Unveiling the Spectrum of Data Contamination in Language Model: A Survey from Detection to Remediation
    ACL 2024 ·
    Chunyuan Deng
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