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Collections including paper arxiv:2503.13657

MLLM введение

An Outlook on the Opportunities and Challenges of Multi-Agent AI Systems

Paper • 2505.18397 • Published May 23 • 1
MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems

Paper • 2505.16988 • Published May 22
Why Do Multi-Agent LLM Systems Fail?

Paper • 2503.13657 • Published Mar 17 • 47
A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Paper • 2412.17481 • Published Dec 23, 2024

Why Do Multi-Agent LLM Systems Fail?

Paper • 2503.13657 • Published Mar 17 • 47

收集的感兴趣的AI

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20 • 192
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

Paper • 2502.14739 • Published Feb 20 • 104
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?

Paper • 2502.14502 • Published Feb 20 • 91
PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC

Paper • 2502.14282 • Published Feb 20 • 29

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 • 3
SRMT: Shared Memory for Multi-agent Lifelong Pathfinding

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

Paper • 2502.11098 • Published Feb 16 • 13

Agentic AI systems

Agentless: Demystifying LLM-based Software Engineering Agents

Paper • 2407.01489 • Published Jul 1, 2024 • 64
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems

Paper • 2407.01370 • Published Jul 1, 2024 • 89
OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System

Paper • 2412.20005 • Published Dec 28, 2024 • 17
Understanding Alignment in Multimodal LLMs: A Comprehensive Study

Paper • 2407.02477 • Published Jul 2, 2024 • 24

Why Do Multi-Agent LLM Systems Fail?

Paper • 2503.13657 • Published Mar 17 • 47
Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published 11 days ago • 111

RuCCoD: Towards Automated ICD Coding in Russian

Paper • 2502.21263 • Published Feb 28 • 133
Unified Reward Model for Multimodal Understanding and Generation

Paper • 2503.05236 • Published Mar 7 • 122
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7 • 46
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Paper • 2503.05592 • Published Mar 7 • 27

Phi-4 Technical Report

Paper • 2412.08905 • Published Dec 12, 2024 • 122
Evaluating and Aligning CodeLLMs on Human Preference

Paper • 2412.05210 • Published Dec 6, 2024 • 50
Evaluating Language Models as Synthetic Data Generators

Paper • 2412.03679 • Published Dec 4, 2024 • 48
Yi-Lightning Technical Report

Paper • 2412.01253 • Published Dec 2, 2024 • 28

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 68
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9 • 38
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20 • 192
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20 • 100

No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models

Paper • 2407.02687 • Published Jul 2, 2024 • 25
Inference Performance Optimization for Large Language Models on CPUs

Paper • 2407.07304 • Published Jul 10, 2024 • 53
Why Do Multi-Agent LLM Systems Fail?

Paper • 2503.13657 • Published Mar 17 • 47

MLLM введение

An Outlook on the Opportunities and Challenges of Multi-Agent AI Systems

Paper • 2505.18397 • Published May 23 • 1
MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems

Paper • 2505.16988 • Published May 22
Why Do Multi-Agent LLM Systems Fail?

Paper • 2503.13657 • Published Mar 17 • 47
A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Paper • 2412.17481 • Published Dec 23, 2024

Why Do Multi-Agent LLM Systems Fail?

Paper • 2503.13657 • Published Mar 17 • 47
Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published 11 days ago • 111

Why Do Multi-Agent LLM Systems Fail?

Paper • 2503.13657 • Published Mar 17 • 47

RuCCoD: Towards Automated ICD Coding in Russian

Paper • 2502.21263 • Published Feb 28 • 133
Unified Reward Model for Multimodal Understanding and Generation

Paper • 2503.05236 • Published Mar 7 • 122
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7 • 46
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Paper • 2503.05592 • Published Mar 7 • 27

收集的感兴趣的AI

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20 • 192
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

Paper • 2502.14739 • Published Feb 20 • 104
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?

Paper • 2502.14502 • Published Feb 20 • 91
PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC

Paper • 2502.14282 • Published Feb 20 • 29

Phi-4 Technical Report

Paper • 2412.08905 • Published Dec 12, 2024 • 122
Evaluating and Aligning CodeLLMs on Human Preference

Paper • 2412.05210 • Published Dec 6, 2024 • 50
Evaluating Language Models as Synthetic Data Generators

Paper • 2412.03679 • Published Dec 4, 2024 • 48
Yi-Lightning Technical Report

Paper • 2412.01253 • Published Dec 2, 2024 • 28

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 • 3
SRMT: Shared Memory for Multi-agent Lifelong Pathfinding

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

Paper • 2502.11098 • Published Feb 16 • 13

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 68
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9 • 38
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20 • 192
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20 • 100

Agentic AI systems

Agentless: Demystifying LLM-based Software Engineering Agents

Paper • 2407.01489 • Published Jul 1, 2024 • 64
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems

Paper • 2407.01370 • Published Jul 1, 2024 • 89
OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System

Paper • 2412.20005 • Published Dec 28, 2024 • 17
Understanding Alignment in Multimodal LLMs: A Comprehensive Study

Paper • 2407.02477 • Published Jul 2, 2024 • 24

No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models

Paper • 2407.02687 • Published Jul 2, 2024 • 25
Inference Performance Optimization for Large Language Models on CPUs

Paper • 2407.07304 • Published Jul 10, 2024 • 53
Why Do Multi-Agent LLM Systems Fail?

Paper • 2503.13657 • Published Mar 17 • 47

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