OSU-NLP-Group / awesome-agents4scienceLinks
A curated list of papers on LLMs and agents for scientific research and development
☆72Updated 9 months ago
Alternatives and similar repositories for awesome-agents4science
Users that are interested in awesome-agents4science are comparing it to the libraries listed below
Sorting:
- [ICLR'25] ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery☆100Updated 3 weeks ago
- A collection of resources and papers on AI Scientist / Robot Scientist☆94Updated 3 months ago
- Structured Chemistry Reasoning with Large Language Models☆39Updated last year
- LLM for Scientific Research Survey☆102Updated 7 months ago
- ☆126Updated last year
- SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning (NeurIPS D&B Track 2024)☆83Updated last year
- Code release for "SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers" [NeurIPS D&B, 2024]☆64Updated 8 months ago
- A curated list of awesome LLM Inference-Time Self-Improvement (ITSI, pronounced "itsy") papers from our recent survey: A Survey on Large …☆95Updated 8 months ago
- Code, benchmark and environment for "ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows"☆106Updated 2 weeks ago
- Optimize Any User-defined Compound AI Systems☆45Updated 3 weeks ago
- [ICLR 2025] <MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses>☆48Updated last week
- ☆174Updated last month
- A banchmark list for evaluation of large language models.☆140Updated last week
- ☆13Updated 9 months ago
- [ICML 2025] ResearchTown: Simulator of Human Research Community☆173Updated this week
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆106Updated last month
- [AAAI 2024] SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research☆29Updated last year
- The official repo for "TheoremQA: A Theorem-driven Question Answering dataset" (EMNLP 2023)☆34Updated last year
- Official Implementation of the Baby-AIGS system☆23Updated 9 months ago
- MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion (ACL 2025)☆29Updated 2 months ago
- This is the official repository for HypoGeniC (Hypothesis Generation in Context) and HypoRefine, which are automated, data-driven tools t…☆86Updated 3 weeks ago
- [ICLR 2025]ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning https://arxiv.org/abs/2501.06590☆67Updated last month
- Official Implementation for EMNLP 2024 (main) "AgentReview: Exploring Academic Peer Review with LLM Agent."☆85Updated 10 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆155Updated 6 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆79Updated 5 months ago
- Resources for our paper: "EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms"☆124Updated 10 months ago
- Data and Code for EMNLP 2025 Findings Paper "MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search"☆67Updated 2 months ago
- Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision☆16Updated 5 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆48Updated 10 months ago
- A benchmark that challenges language models to code solutions for scientific problems☆140Updated last week