Arman Cohan
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- 75
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Authored papers
75OpenComputer: Verifiable Software Worlds for Computer-Use Agents
arXiv 2026
ResearchGym: Evaluating Language Model Agents on Real-World AI Research
arXiv 2026
Step-level Optimization for Efficient Computer-use Agents
arXiv 2026
Make Each Token Count: Towards Improving Long-Context Performance with KV Cache Eviction
arXiv 2026
Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems
arXiv 2026
References Improve LLM Alignment in Non-Verifiable Domains
arXiv 2026
Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL
arXiv 2026
QEDBENCH: Quantifying the Alignment Gap in Automated Evaluation of University-Level Mathematical Proofs
arXiv 2026
ANCHOR: Branch-Point Data Generation for GUI Agents
arXiv 2026
SAGE: Benchmarking and Improving Retrieval for Deep Research Agents
arXiv 2026
RbtAct: Rebuttal as Supervision for Actionable Review Feedback Generation
arXiv 2026
IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery
arXiv 2025
AlphaResearch: Accelerating New Algorithm Discovery with Language Models
arXiv 2025
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search
arXiv 2025
ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning
arXiv 2025
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding
CVPR 2025 1
Z1: Efficient Test-time Scaling with Code
arXiv 2025
MedicalAgentsBench for Complex Medical Reasoning: Comparing Internalized Reasoning Models versus Externalized Agent-based Frameworks
arXiv 2025
TESS 2: A Large-Scale Generalist Diffusion Language Model
arXiv 2025
PHYSICS: Benchmarking Foundation Models on University-Level Physics Problem Solving
arXiv 2025
LocAgent: Graph-Guided LLM Agents for Code Localization
arXiv 2025
Table-R1: Inference-Time Scaling for Table Reasoning
arXiv 2025
Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers
arXiv 2025
CellForge: Agentic Design of Virtual Cell Models
arXiv 2025
FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain
arXiv 2025
SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks
arXiv 2025
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs
arXiv 2025
Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers
arXiv 2025
SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification
arXiv 2025
Demystifying Scientific Problem-Solving in LLMs by Probing Knowledge and Reasoning
arXiv 2025
AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research
arXiv 2025
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation
arXiv 2025
FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering
arXiv 2025
PuzzlePlex: Benchmarking Foundation Models on Reasoning and Planning with Puzzles
arXiv 2025
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature
arXiv 2024
RouterRetriever: Routing over a Mixture of Expert Embedding Models
arXiv 2024
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models
arXiv 2024
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions
arXiv 2024
HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation
arXiv 2024
Evaluating LLMs at Detecting Errors in LLM Responses
arXiv 2024
TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models
arXiv 2024
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following
arXiv 2024
Understanding Reference Policies in Direct Preference Optimization
arXiv 2024
Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models
arXiv 2024
OLMo: Accelerating the Science of Language Models
arXiv 2024
SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers
arXiv 2024
Bayesian Calibration of Win Rate Estimation with LLM Evaluators
arXiv 2024
ReIFE: Re-evaluating Instruction-Following Evaluation
arXiv 2024
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
arXiv 2023
The Semantic Scholar Open Data Platform
arXiv 2023
Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios
arXiv 2023
Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?
arXiv 2023
On Learning to Summarize with Large Language Models as References
arXiv 2023
FinanceMath: Knowledge-Intensive Math Reasoning in Finance Domains
arXiv 2023
DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents
arXiv 2023
QTSumm: Query-Focused Summarization over Tabular Data
arXiv 2023
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization
arXiv 2023
TESS: Text-to-Text Self-Conditioned Simplex Diffusion
arXiv 2023
ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code
arXiv 2023
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering
arXiv 2023
FOLIO: Natural Language Reasoning with First-Order Logic
arXiv 2022
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization
ACL 2022 5
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers
NAACL 2021 4
Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity
NAACL 2022 7
MultiVerS: Improving scientific claim verification with weak supervision and full-document context
Findings (NAACL) 2022 7
CDLM: Cross-Document Language Modeling
Findings (EMNLP) 2021 11
SPECTER: Document-level Representation Learning using Citation-informed Transformers
specter-document-level-representation
TLDR: Extreme Summarization of Scientific Documents
Findings of the Association for Computational Linguistics 2020
Longformer: The Long-Document Transformer
arXiv 2020
ParsiNLU: A Suite of Language Understanding Challenges for Persian
arXiv 2020
SciBERT: A Pretrained Language Model for Scientific Text
scibert-a-pretrained-language-model-for
Structural Scaffolds for Citation Intent Classification in Scientific Publications
structural-scaffolds-for-citation-intent-1
CEDR: Contextualized Embeddings for Document Ranking
arXiv 2019
Pretrained Language Models for Sequential Sentence Classification
pretrained-language-models-for-sequential-1
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents
a-discourse-aware-attention-model-for-1
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