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Collections including paper arxiv:2503.01935

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1, 2024 • 24
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 86
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 156
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

ClawBench & Agentic Web Benchmarks

ClawBench and related papers and open datasets for real-world web and computer-use agent evaluation.

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published Apr 9 • 158
TIGER-Lab/ClawBench

Viewer • Updated Jun 10 • 283 • 987 • 1
NAIL-Group/ClawBenchV1Trace

Updated May 25 • 292 • 1
TIGER-Lab/ClawBenchV2Trace

Updated May 25 • 614 • 2

Papers-Benchmarks

CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery

Paper • 2406.08587 • Published Jun 12, 2024 • 16
Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning

Paper • 2406.09170 • Published Jun 13, 2024 • 27
AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents

Paper • 2407.18901 • Published Jul 26, 2024 • 36
Benchmarking Agentic Workflow Generation

Paper • 2410.07869 • Published Oct 10, 2024 • 29

GAIA: a benchmark for General AI Assistants

Paper • 2311.12983 • Published Nov 21, 2023 • 253
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

Paper • 2311.16502 • Published Nov 27, 2023 • 40
BLINK: Multimodal Large Language Models Can See but Not Perceive

Paper • 2404.12390 • Published Apr 18, 2024 • 27
RULER: What's the Real Context Size of Your Long-Context Language Models?

Paper • 2404.06654 • Published Apr 9, 2024 • 42

HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?

Paper • 2609.01437 • Published 24 days ago • 219
MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents

Paper • 2503.01935 • Published Mar 3, 2025 • 30
Thought Communication in Multiagent Collaboration

Paper • 2510.20733 • Published Oct 23, 2025 • 15
TradingAgents: Multi-Agents LLM Financial Trading Framework

Paper • 2412.20138 • Published Dec 28, 2024 • 144

Agents Thinking Fast and Slow: A Talker-Reasoner Architecture

Paper • 2410.08328 • Published Oct 10, 2024
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks

Paper • 2305.17390 • Published May 27, 2023 • 4
SRMT: Shared Memory for Multi-agent Lifelong Pathfinding

Paper • 2501.13200 • Published Jan 22, 2025 • 69
Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems

Paper • 2502.11098 • Published Feb 16, 2025 • 13

TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Paper • 2412.14161 • Published Dec 18, 2024 • 51
Training Software Engineering Agents and Verifiers with SWE-Gym

Paper • 2412.21139 • Published Dec 30, 2024 • 26
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Paper • 2412.19723 • Published Dec 27, 2024 • 87
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation

Paper • 2408.00764 • Published Aug 1, 2024 • 1

Large Language Model (LLM) and NLP related papers.

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 8
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 24
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 14
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1, 2024 • 24
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 86
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 156
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?

Paper • 2609.01437 • Published 24 days ago • 219
MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents

Paper • 2503.01935 • Published Mar 3, 2025 • 30
Thought Communication in Multiagent Collaboration

Paper • 2510.20733 • Published Oct 23, 2025 • 15
TradingAgents: Multi-Agents LLM Financial Trading Framework

Paper • 2412.20138 • Published Dec 28, 2024 • 144

ClawBench & Agentic Web Benchmarks

ClawBench and related papers and open datasets for real-world web and computer-use agent evaluation.

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published Apr 9 • 158
TIGER-Lab/ClawBench

Viewer • Updated Jun 10 • 283 • 987 • 1
NAIL-Group/ClawBenchV1Trace

Updated May 25 • 292 • 1
TIGER-Lab/ClawBenchV2Trace

Updated May 25 • 614 • 2

Agents Thinking Fast and Slow: A Talker-Reasoner Architecture

Paper • 2410.08328 • Published Oct 10, 2024
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks

Paper • 2305.17390 • Published May 27, 2023 • 4
SRMT: Shared Memory for Multi-agent Lifelong Pathfinding

Paper • 2501.13200 • Published Jan 22, 2025 • 69
Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems

Paper • 2502.11098 • Published Feb 16, 2025 • 13

Papers-Benchmarks

CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery

Paper • 2406.08587 • Published Jun 12, 2024 • 16
Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning

Paper • 2406.09170 • Published Jun 13, 2024 • 27
AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents

Paper • 2407.18901 • Published Jul 26, 2024 • 36
Benchmarking Agentic Workflow Generation

Paper • 2410.07869 • Published Oct 10, 2024 • 29

TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Paper • 2412.14161 • Published Dec 18, 2024 • 51
Training Software Engineering Agents and Verifiers with SWE-Gym

Paper • 2412.21139 • Published Dec 30, 2024 • 26
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Paper • 2412.19723 • Published Dec 27, 2024 • 87
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation

Paper • 2408.00764 • Published Aug 1, 2024 • 1

GAIA: a benchmark for General AI Assistants

Paper • 2311.12983 • Published Nov 21, 2023 • 253
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

Paper • 2311.16502 • Published Nov 27, 2023 • 40
BLINK: Multimodal Large Language Models Can See but Not Perceive

Paper • 2404.12390 • Published Apr 18, 2024 • 27
RULER: What's the Real Context Size of Your Long-Context Language Models?

Paper • 2404.06654 • Published Apr 9, 2024 • 42

Large Language Model (LLM) and NLP related papers.

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 8
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 24
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 14
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

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