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Discover the best community collections!

Collections including paper arxiv:2605.14678

ClawEnvKit: Automatic Environment Generation for Claw-Like Agents

Paper • 2604.18543 • Published Apr 20 • 30
Near-Future Policy Optimization

Paper • 2604.20733 • Published Apr 22 • 77
Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks

Paper • 2604.20987 • Published Apr 22 • 22
PATRA: Pattern-Aware Alignment and Balanced Reasoning for Time Series Question Answering

Paper • 2602.23161 • Published Feb 26

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 70
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9, 2025 • 37
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20, 2025 • 196
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20, 2025 • 100

GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond

Paper • 2309.16583 • Published Sep 28, 2023 • 13
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models

Paper • 2310.08491 • Published Oct 12, 2023 • 57
SO-Bench: A Structural Output Evaluation of Multimodal LLMs

Paper • 2511.21750 • Published Nov 23, 2025 • 6
LLM Swiss Round: Aggregating Multi-Benchmark Performance via Competitive Swiss-System Dynamics

Paper • 2512.21010 • Published Dec 24, 2025 • 4

The Debugging Decay Index: Rethinking Debugging Strategies for Code LLMs

Paper • 2506.18403 • Published Jun 23, 2025 • 3
ReCode: Updating Code API Knowledge with Reinforcement Learning

Paper • 2506.20495 • Published Jun 25, 2025 • 10
SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution

Paper • 2507.23348 • Published Jul 31, 2025 • 12
LoCoBench: A Benchmark for Long-Context Large Language Models in Complex Software Engineering

Paper • 2509.09614 • Published Sep 11, 2025 • 7

about 21 hours ago

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 61
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 53
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 45
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 64

ClawEnvKit: Automatic Environment Generation for Claw-Like Agents

Paper • 2604.18543 • Published Apr 20 • 30
Near-Future Policy Optimization

Paper • 2604.20733 • Published Apr 22 • 77
Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks

Paper • 2604.20987 • Published Apr 22 • 22
PATRA: Pattern-Aware Alignment and Balanced Reasoning for Time Series Question Answering

Paper • 2602.23161 • Published Feb 26

The Debugging Decay Index: Rethinking Debugging Strategies for Code LLMs

Paper • 2506.18403 • Published Jun 23, 2025 • 3
ReCode: Updating Code API Knowledge with Reinforcement Learning

Paper • 2506.20495 • Published Jun 25, 2025 • 10
SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution

Paper • 2507.23348 • Published Jul 31, 2025 • 12
LoCoBench: A Benchmark for Long-Context Large Language Models in Complex Software Engineering

Paper • 2509.09614 • Published Sep 11, 2025 • 7

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 70
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9, 2025 • 37
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20, 2025 • 196
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20, 2025 • 100

about 21 hours ago

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 61
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 53
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 45
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 64

GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond

Paper • 2309.16583 • Published Sep 28, 2023 • 13
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models

Paper • 2310.08491 • Published Oct 12, 2023 • 57
SO-Bench: A Structural Output Evaluation of Multimodal LLMs

Paper • 2511.21750 • Published Nov 23, 2025 • 6
LLM Swiss Round: Aggregating Multi-Benchmark Performance via Competitive Swiss-System Dynamics

Paper • 2512.21010 • Published Dec 24, 2025 • 4

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