← Authors

Arman Cohan

117 papers · 2015–2026 · 12 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (12) 🐝 Cross-Pollinator (10) πŸ—ΊοΈ Taxonomy Completionist (141) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (11) πŸƒ Academic Marathon (10) 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (42) 🀝 Dynamic Duo (41) πŸ† Grand Slam πŸ‘₯ Mega-Team (43) πŸ”¬ Deep Specialist (23) 🧬 Topic Evolution πŸ† Keyword Champion (14) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (435) ⚑ Prolific Year (5) πŸ”₯ Unstoppable (11) πŸ’Ž Century Club (115) ❓ The Questioner (8)

Conferences

EMNLP (42) ACL (29) NAACL (24) EACL (7) COLING (3) SEMEVAL (3) ICLR (2) ICML (2) IJCNLP (2) AAAI (1) CVPR (1) NIPS (1)

Top co-authors

Yilun Zhao (43) Kyle Lo (20) Yixin Liu (16) Iz Beltagy (16) Luca Soldaini (13) Xiangru Tang (12) Nazli Goharian (12) Chen Zhao (12) Linyong Nan (9) Lucy Lu Wang (7)

Research topics

Generation (1) Reasoning (1) Digital Humanities (1)

Keywords

large language model (36) benchmark evaluation (14) question answering (12) information retrieval (12) retrieval-augmented generation (10) text classification (9) text summarization (9) scientific literature (8) instruction following (7) zero-shot learning (7) scientific document (6) language model (6) text generation (6) pretrained language model (5) few-shot learning (5) scientific text (5) document summarization (4) transfer learning (4) foundation model (4) evaluation benchmark (4)

Papers

Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL EACL 2026
SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific Literature EACL 2026
SciSketch: An Open-source Framework for Automated Schematic Diagram Generation in Scientific Papers EMNLP 2025
MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education EMNLP 2025
CourtReasoner: Can LLM Agents Reason Like Judges? EMNLP 2025
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs EMNLP 2025
LimRank: Less is More for Reasoning-Intensive Information Reranking EMNLP 2025
Table-R1: Inference-Time Scaling for Table Reasoning Tasks EMNLP 2025
From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations EMNLP 2025
FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain EMNLP 2025
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective EMNLP 2025
YaleNLP @ PerAnsSumm 2025: Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization NAACL 2025
Understanding Reference Policies in Direct Preference Optimization NAACL 2025
Re-evaluating Automatic LLM System Ranking for Alignment with Human Preference NAACL 2025
SCIURus: Shared Circuits for Interpretable Uncertainty Representations in Language Models NAACL 2025
ReIFE: Re-evaluating Instruction-Following Evaluation NAACL 2025
SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification ACL 2025
LocAgent: Graph-Guided LLM Agents for Code Localization ACL 2025
AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research ACL 2025
Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers ACL 2025
TESS 2: A Large-Scale Generalist Diffusion Language Model ACL 2025
Ref-Long: Benchmarking the Long-context Referencing Capability of Long-context Language Models ACL 2025
MIR: Methodology Inspiration Retrieval for Scientific Research Problems ACL 2025
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following ACL 2025
IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery ACL 2025
Physics: Benchmarking Foundation Models on University-Level Physics Problem Solving ACL 2025
HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Task ACL 2025
Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers ACL 2025
ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning ICLR 2025
TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models ICLR 2025
Judging with Many Minds: Do More Perspectives Mean Less Prejudice? On Bias Amplification and Resistance in Multi-Agent Based LLM-as-Judge EMNLP 2025
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding CVPR 2025
FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering EMNLP 2025
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search EMNLP 2025
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions NAACL 2025
RouterRetriever: Routing over a Mixture of Expert Embedding Models AAAI 2025
Are Multimodal LLMs Robust Against Adversarial Perturbations? RoMMath: A Systematic Evaluation on Multimodal Math Reasoning NAACL 2025
Z1: Efficient Test-time Scaling with Code EMNLP 2025
Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data? NAACL 2024
TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning ACL 2024
FinanceMATH: Knowledge-Intensive Math Reasoning in Finance Domains ACL 2024
Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models ACL 2024
OLMo: Accelerating the Science of Language Models ACL 2024
DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents ACL 2024
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning ACL 2024
Rethinking Efficient Multilingual Text Summarization Meta-Evaluation ACL 2024
Unveiling the Spectrum of Data Contamination in Language Model: A Survey from Detection to Remediation ACL 2024
TESS: Text-to-Text Self-Conditioned Simplex Diffusion EACL 2024
On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization EACL 2024
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets EACL 2024
Bayesian Calibration of Win Rate Estimation with LLM Evaluators EMNLP 2024
FinDVer: Explainable Claim Verification over Long and Hybrid-content Financial Documents EMNLP 2024
SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers EMNLP 2024
FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024
TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation EMNLP 2024
OpenT2T: An Open-Source Toolkit for Table-to-Text Generation EMNLP 2024
MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications EMNLP 2024
OMG-QA: Building Open-Domain Multi-Modal Generative Question Answering Systems EMNLP 2024
Calibrating Long-form Generations From Large Language Models EMNLP 2024
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models EMNLP 2024
P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains EMNLP 2024
Observable Propagation: Uncovering Feature Vectors in Transformers ICML 2024
NExT: Teaching Large Language Models to Reason about Code Execution ICML 2024
On Learning to Summarize with Large Language Models as References NAACL 2024
Investigating Data Contamination in Modern Benchmarks for Large Language Models NAACL 2024
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization NAACL 2024
On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering NAACL 2024
LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization EACL 2023
QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering ACL 2023
A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documents EMNLP 2023
OpenRT: An Open-source Framework for Reasoning Over Tabular Data ACL 2023
Aligning Factual Consistency for Clinical Studies Summarization through Reinforcement Learning ACL 2023
Enhancing Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies EMNLP 2023
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval EMNLP 2023
Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding EMNLP 2023
Investigating Table-to-Text Generation Capabilities of Large Language Models in Real-World Information Seeking Scenarios EMNLP 2023
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations EMNLP 2023
Embedding Recycling for Language Models EACL 2023
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization ACL 2022
SciFact-Open: Towards open-domain scientific claim verification EMNLP 2022
Overview of the First Shared Task on Multi Perspective Scientific Document Summarization (MuP) COLING 2022
Overview of the Third Workshop on Scholarly Document Processing COLING 2022
Generating Scientific Claims for Zero-Shot Scientific Fact Checking ACL 2022
MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting NAACL 2022
Long Context Question Answering via Supervised Contrastive Learning NAACL 2022
Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity NAACL 2022
MultiVerS: Improving scientific claim verification with weak supervision and full-document context NAACL 2022
Zero- and Few-Shot NLP with Pretrained Language Models ACL 2022
Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires ACL 2022
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers NAACL 2021
FLEX: Unifying Evaluation for Few-Shot NLP NIPS 2021
Beyond Paragraphs: NLP for Long Sequences NAACL 2021
Overview of the Second Workshop on Scholarly Document Processing NAACL 2021
CDLM: Cross-Document Language Modeling EMNLP 2021
Fact or Fiction: Verifying Scientific Claims EMNLP 2020
TLDR: Extreme Summarization of Scientific Documents EMNLP 2020
GUIR @ LongSumm 2020: Learning to Generate Long Summaries from Scientific Documents EMNLP 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers ACL 2020
SUPP.AI: finding evidence for supplement-drug interactions ACL 2020
SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search EMNLP 2020
SciBERT: A Pretrained Language Model for Scientific Text IJCNLP 2019
SciBERT: A Pretrained Language Model for Scientific Text EMNLP 2019
Pretrained Language Models for Sequential Sentence Classification EMNLP 2019
Structural Scaffolds for Citation Intent Classification in Scientific Publications NAACL 2019
Pretrained Language Models for Sequential Sentence Classification IJCNLP 2019
RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses NAACL 2018
SMHD: a Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions COLING 2018
GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification SEMEVAL 2018
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents NAACL 2018
Helping or Hurting? Predicting Changes in Users’ Risk of Self-Harm Through Online Community Interactions NAACL 2018
Depression and Self-Harm Risk Assessment in Online Forums EMNLP 2017
GUIR at SemEval-2017 Task 12: A Framework for Cross-Domain Clinical Temporal Information Extraction SEMEVAL 2017
GUIR at SemEval-2016 task 12: Temporal Information Processing for Clinical Narratives SEMEVAL 2016
Scientific Article Summarization Using Citation-Context and Article’s Discourse Structure EMNLP 2015
Matching Citation Text and Cited Spans in Biomedical Literature: a Search-Oriented Approach NAACL 2015