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Collections including paper arxiv:2408.06292

Agentic AI for science

The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Paper • 2504.08066 • Published Apr 10 • 14
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

Paper • 2504.19678 • Published Apr 28 • 3
AIGS: Generating Science from AI-Powered Automated Falsification

Paper • 2411.11910 • Published Nov 17, 2024
AgentRxiv: Towards Collaborative Autonomous Research

Paper • 2503.18102 • Published Mar 23 • 24

AI-Automated Scientific Research

SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20 • 101
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127
Towards an AI co-scientist

Paper • 2502.18864 • Published Feb 26 • 52
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

Paper • 2504.17192 • Published Apr 24 • 114

Automated Research

ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Paper • 2404.07738 • Published Apr 11, 2024 • 2
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127
Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback

Paper • 2501.03916 • Published Jan 7 • 16
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Paper • 2412.14161 • Published Dec 18, 2024 • 52

proj-persona/PersonaHub

Viewer • Updated Mar 4 • 375k • 8.55k • 625
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127

Scientific Research

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127

AI_literature_research

Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation

Paper • 2411.18583 • Published Nov 27, 2024
LitLLMs, LLMs for Literature Review: Are we there yet?

Paper • 2412.15249 • Published Dec 15, 2024 • 2
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Paper • 2404.07738 • Published Apr 11, 2024 • 2
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127

Hypothesis generation

Automated produce novel, plausible, accurate research directions

AAAR-1.0: Assessing AI's Potential to Assist Research

Paper • 2410.22394 • Published Oct 29, 2024 • 16
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses

Paper • 2410.07076 • Published Oct 9, 2024 • 2
Learning to Generate Novel Scientific Directions with Contextualized Literature-based Discovery

Paper • 2305.14259 • Published May 23, 2023
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Paper • 2409.04109 • Published Sep 6, 2024 • 49

Agentic Systems and Frameworks

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 69
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127
MALT: Improving Reasoning with Multi-Agent LLM Training

Paper • 2412.01928 • Published Dec 2, 2024 • 45
AgentInstruct: Toward Generative Teaching with Agentic Flows

Paper • 2407.03502 • Published Jul 3, 2024 • 51

Scientific Research - Discovery

Can Large Language Models Unlock Novel Scientific Research Ideas?

Paper • 2409.06185 • Published Sep 10, 2024 • 14
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Paper • 2409.04109 • Published Sep 6, 2024 • 49
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127

Agentic AI for science

The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Paper • 2504.08066 • Published Apr 10 • 14
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

Paper • 2504.19678 • Published Apr 28 • 3
AIGS: Generating Science from AI-Powered Automated Falsification

Paper • 2411.11910 • Published Nov 17, 2024
AgentRxiv: Towards Collaborative Autonomous Research

Paper • 2503.18102 • Published Mar 23 • 24

AI_literature_research

Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation

Paper • 2411.18583 • Published Nov 27, 2024
LitLLMs, LLMs for Literature Review: Are we there yet?

Paper • 2412.15249 • Published Dec 15, 2024 • 2
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Paper • 2404.07738 • Published Apr 11, 2024 • 2
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127

AI-Automated Scientific Research

SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20 • 101
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127
Towards an AI co-scientist

Paper • 2502.18864 • Published Feb 26 • 52
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

Paper • 2504.17192 • Published Apr 24 • 114

Hypothesis generation

Automated produce novel, plausible, accurate research directions

AAAR-1.0: Assessing AI's Potential to Assist Research

Paper • 2410.22394 • Published Oct 29, 2024 • 16
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses

Paper • 2410.07076 • Published Oct 9, 2024 • 2
Learning to Generate Novel Scientific Directions with Contextualized Literature-based Discovery

Paper • 2305.14259 • Published May 23, 2023
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Paper • 2409.04109 • Published Sep 6, 2024 • 49

Automated Research

ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Paper • 2404.07738 • Published Apr 11, 2024 • 2
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127
Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback

Paper • 2501.03916 • Published Jan 7 • 16
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Paper • 2412.14161 • Published Dec 18, 2024 • 52

Agentic Systems and Frameworks

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 69
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127
MALT: Improving Reasoning with Multi-Agent LLM Training

Paper • 2412.01928 • Published Dec 2, 2024 • 45
AgentInstruct: Toward Generative Teaching with Agentic Flows

Paper • 2407.03502 • Published Jul 3, 2024 • 51

proj-persona/PersonaHub

Viewer • Updated Mar 4 • 375k • 8.55k • 625
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127

Scientific Research - Discovery

Can Large Language Models Unlock Novel Scientific Research Ideas?

Paper • 2409.06185 • Published Sep 10, 2024 • 14
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Paper • 2409.04109 • Published Sep 6, 2024 • 49
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127

Scientific Research

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 127

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