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Collections including paper arxiv:2404.07738

Autonomous Research

Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Paper • 2409.04109 • Published Sep 6, 2024 • 44
Chain of Ideas: Revolutionizing Research in Novel Idea Development with LLM Agents

Paper • 2410.13185 • Published Oct 17, 2024 • 6
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Paper • 2404.07738 • Published Apr 11, 2024 • 2
DSBench: How Far Are Data Science Agents to Becoming Data Science Experts?

Paper • 2409.07703 • Published Sep 12, 2024 • 67

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 • 118
Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback

Paper • 2501.03916 • Published about 1 month ago • 14
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Paper • 2412.14161 • Published Dec 18, 2024 • 50

Papers - Research - Automated Research

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

Paper • 2404.07738 • Published Apr 11, 2024 • 2

Papers - Agent - Research

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

Paper • 2404.07738 • Published Apr 11, 2024 • 2
Ag2Manip: Learning Novel Manipulation Skills with Agent-Agnostic Visual and Action Representations

Paper • 2404.17521 • Published Apr 26, 2024 • 13
LEGENT: Open Platform for Embodied Agents

Paper • 2404.18243 • Published Apr 28, 2024 • 22
Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

Paper • 2406.07394 • Published Jun 11, 2024 • 27

ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs

Paper • 2404.07677 • Published Apr 11, 2024 • 1
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Paper • 2404.07738 • Published Apr 11, 2024 • 2
Scaling Instructable Agents Across Many Simulated Worlds

Paper • 2404.10179 • Published Mar 13, 2024 • 28
A Multimodal Automated Interpretability Agent

Paper • 2404.14394 • Published Apr 22, 2024 • 21

Papers - KAIST AI

ORPO: Monolithic Preference Optimization without Reference Model

Paper • 2403.07691 • Published Mar 12, 2024 • 64
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Paper • 2404.07738 • Published Apr 11, 2024 • 2
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models

Paper • 2405.01535 • Published May 2, 2024 • 121

Papers - Microsoft

Can large language models explore in-context?

Paper • 2403.15371 • Published Mar 22, 2024 • 32
GaussianCube: Structuring Gaussian Splatting using Optimal Transport for 3D Generative Modeling

Paper • 2403.19655 • Published Mar 28, 2024 • 19
WavLLM: Towards Robust and Adaptive Speech Large Language Model

Paper • 2404.00656 • Published Mar 31, 2024 • 11
Enabling Memory Safety of C Programs using LLMs

Paper • 2404.01096 • Published Apr 1, 2024 • 1

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