OSU-NLP-Group / awesome-agents4science
A curated list of papers on LLMs and agents for scientific research and development
☆48Updated 4 months ago
Alternatives and similar repositories for awesome-agents4science:
Users that are interested in awesome-agents4science are comparing it to the libraries listed below
- [ICLR'25] ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery☆80Updated last week
- ☆117Updated 9 months ago
- Structured Chemistry Reasoning with Large Language Models☆36Updated 11 months ago
- Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data☆35Updated 2 months ago
- [ACL 2024] <Large Language Models for Automated Open-domain Scientific Hypotheses Discovery>. It has also received the best poster award …☆39Updated 5 months ago
- [ICLR 2025] <MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses>☆36Updated last week
- LLM for Scientific Research Survey☆81Updated 3 months ago
- A curated list of awesome LLM Inference-Time Self-Improvement (ITSI, pronounced "itsy") papers from our recent survey: A Survey on Large …☆75Updated 4 months ago
- SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning (NeurIPS D&B Track 2024)☆80Updated last year
- the instructions and demonstrations for building a formal logical reasoning capable GLM☆53Updated 7 months ago
- [EMNLP 2024] A Retrieval Benchmark for Scientific Literature Search☆83Updated 4 months ago
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆99Updated last week
- Evaluate the Quality of Critique☆34Updated 10 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆57Updated 4 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆53Updated 4 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆112Updated 7 months ago
- The repository for ACL 2024 paper "TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models"☆31Updated 9 months ago
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆49Updated last year
- Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication☆20Updated last year
- ☆36Updated 3 months ago
- ☆12Updated 3 months ago
- This repository contains ScholarQABench data and evaluation pipeline.☆71Updated last week
- Official Implementation for EMNLP 2024 (main) "AgentReview: Exploring Academic Peer Review with LLM Agent."☆49Updated 5 months ago
- Flow of Reasoning: Training LLMs for Divergent Problem Solving with Minimal Examples☆84Updated last month
- AbstainQA, ACL 2024☆25Updated 6 months ago
- MathFusion: Enhancing Mathematic Problem-solving of LLM through Instruction Fusion☆19Updated last month
- A trainable user simulator☆34Updated 7 months ago
- The source code for running LLMs on the AAAR-1.0 benchmark.☆16Updated 2 weeks ago
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆103Updated last year