OSU-NLP-Group / awesome-agents4scienceLinks
A curated list of papers on LLMs and agents for scientific research and development
☆63Updated 7 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:
- LLM for Scientific Research Survey☆97Updated 5 months ago
- [ICLR'25] ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery☆91Updated last month
- ☆123Updated last year
- Structured Chemistry Reasoning with Large Language Models☆40Updated last year
- A collection of resources and papers on AI Scientist / Robot Scientist☆77Updated last month
- Official Implementation for EMNLP 2024 (main) "AgentReview: Exploring Academic Peer Review with LLM Agent."☆77Updated 8 months ago
- This is the official repository for HypoGeniC (Hypothesis Generation in Context) and HypoRefine, which are automated, data-driven tools t…☆76Updated last week
- A curated list of awesome LLM Inference-Time Self-Improvement (ITSI, pronounced "itsy") papers from our recent survey: A Survey on Large …☆85Updated 6 months ago
- AbstainQA, ACL 2024☆27Updated 9 months ago
- [ICLR 2025] <MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses>☆46Updated last week
- Code, benchmark and environment for "ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows"☆96Updated 2 weeks ago
- ☆12Updated 7 months ago
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆98Updated 11 months ago
- SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning (NeurIPS D&B Track 2024)☆79Updated last year
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆61Updated 7 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆124Updated 3 months ago
- [ICML 2025] ResearchTown: Simulator of Human Research Community☆164Updated this week
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆149Updated 4 months ago
- The official repo for "TheoremQA: A Theorem-driven Question Answering dataset" (EMNLP 2023)☆32Updated last year
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆49Updated 8 months ago
- Code and Data for "MIRAI: Evaluating LLM Agents for Event Forecasting"☆66Updated last year
- A trainable user simulator☆34Updated 2 weeks ago
- [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…☆26Updated last year
- Evaluate the Quality of Critique☆36Updated last year
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆118Updated 9 months ago
- [AAAI 2024] SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research☆27Updated 11 months ago
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆101Updated last month
- Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data☆41Updated 4 months ago
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆101Updated 6 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆127Updated 9 months ago