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Collections including paper arxiv:2408.06292
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Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation
Paper • 2411.18583 • Published -
LitLLMs, LLMs for Literature Review: Are we there yet?
Paper • 2412.15249 • Published • 2 -
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models
Paper • 2404.07738 • Published • 2 -
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Paper • 2408.06292 • Published • 128
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SurveyX: Academic Survey Automation via Large Language Models
Paper • 2502.14776 • Published • 100 -
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Paper • 2408.06292 • Published • 128 -
Towards an AI co-scientist
Paper • 2502.18864 • Published • 52 -
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
Paper • 2504.17192 • Published • 123
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ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models
Paper • 2404.07738 • Published • 2 -
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Paper • 2408.06292 • Published • 128 -
Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback
Paper • 2501.03916 • Published • 16 -
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
Paper • 2412.14161 • Published • 51
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The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
Paper • 2504.08066 • Published • 16 -
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review
Paper • 2504.19678 • Published • 3 -
AIGS: Generating Science from AI-Powered Automated Falsification
Paper • 2411.11910 • Published -
AgentRxiv: Towards Collaborative Autonomous Research
Paper • 2503.18102 • Published • 25
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GR00T N1: An Open Foundation Model for Generalist Humanoid Robots
Paper • 2503.14734 • Published • 6 -
Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation
Paper • 2401.02117 • Published • 33 -
SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics
Paper • 2506.01844 • Published • 149 -
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding
Paper • 2506.16035 • Published • 89
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AAAR-1.0: Assessing AI's Potential to Assist Research
Paper • 2410.22394 • Published • 16 -
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
Paper • 2410.07076 • Published • 2 -
Learning to Generate Novel Scientific Directions with Contextualized Literature-based Discovery
Paper • 2305.14259 • Published • 1 -
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Paper • 2409.04109 • Published • 48
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Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level
Paper • 2411.03562 • Published • 69 -
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Paper • 2408.06292 • Published • 128 -
MALT: Improving Reasoning with Multi-Agent LLM Training
Paper • 2412.01928 • Published • 45 -
AgentInstruct: Toward Generative Teaching with Agentic Flows
Paper • 2407.03502 • Published • 51
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Can Large Language Models Unlock Novel Scientific Research Ideas?
Paper • 2409.06185 • Published • 14 -
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Paper • 2409.04109 • Published • 48 -
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Paper • 2408.06292 • Published • 128
-
The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
Paper • 2504.08066 • Published • 16 -
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review
Paper • 2504.19678 • Published • 3 -
AIGS: Generating Science from AI-Powered Automated Falsification
Paper • 2411.11910 • Published -
AgentRxiv: Towards Collaborative Autonomous Research
Paper • 2503.18102 • Published • 25
-
Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation
Paper • 2411.18583 • Published -
LitLLMs, LLMs for Literature Review: Are we there yet?
Paper • 2412.15249 • Published • 2 -
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models
Paper • 2404.07738 • Published • 2 -
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Paper • 2408.06292 • Published • 128
-
GR00T N1: An Open Foundation Model for Generalist Humanoid Robots
Paper • 2503.14734 • Published • 6 -
Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation
Paper • 2401.02117 • Published • 33 -
SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics
Paper • 2506.01844 • Published • 149 -
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding
Paper • 2506.16035 • Published • 89
-
SurveyX: Academic Survey Automation via Large Language Models
Paper • 2502.14776 • Published • 100 -
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Paper • 2408.06292 • Published • 128 -
Towards an AI co-scientist
Paper • 2502.18864 • Published • 52 -
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
Paper • 2504.17192 • Published • 123
-
AAAR-1.0: Assessing AI's Potential to Assist Research
Paper • 2410.22394 • Published • 16 -
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
Paper • 2410.07076 • Published • 2 -
Learning to Generate Novel Scientific Directions with Contextualized Literature-based Discovery
Paper • 2305.14259 • Published • 1 -
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Paper • 2409.04109 • Published • 48
-
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models
Paper • 2404.07738 • Published • 2 -
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Paper • 2408.06292 • Published • 128 -
Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback
Paper • 2501.03916 • Published • 16 -
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
Paper • 2412.14161 • Published • 51
-
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level
Paper • 2411.03562 • Published • 69 -
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Paper • 2408.06292 • Published • 128 -
MALT: Improving Reasoning with Multi-Agent LLM Training
Paper • 2412.01928 • Published • 45 -
AgentInstruct: Toward Generative Teaching with Agentic Flows
Paper • 2407.03502 • Published • 51
-
Can Large Language Models Unlock Novel Scientific Research Ideas?
Paper • 2409.06185 • Published • 14 -
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Paper • 2409.04109 • Published • 48 -
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Paper • 2408.06292 • Published • 128