A curated list of papers on LLMs and agents for scientific research and development
☆99Dec 11, 2024Updated last year
Alternatives and similar repositories for awesome-agents4science
Users that are interested in awesome-agents4science are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following☆16Oct 31, 2024Updated last year
- [EMNLP 2024 Findings] Benchmarking Language Model Agents for Data-Driven Science☆38Oct 25, 2024Updated last year
- The source code for running LLMs on the AAAR-1.0 benchmark.☆20Apr 5, 2025Updated last year
- Data and code for ACL 2023 paper "RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations"☆15Feb 8, 2024Updated 2 years ago
- [EMNLP 2024 Tutorial] Language Agents: Foundations, Prospects, and Risks☆10Nov 27, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code, datasets, models for the paper "Automatic Evaluation of Attribution by Large Language Models"☆56Jul 3, 2023Updated 3 years ago
- ☆18Jan 3, 2025Updated last year
- Agent-based LLM modeling of mechanics problems☆50Feb 10, 2024Updated 2 years ago
- Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments (EMNLP'2024)☆38Dec 29, 2024Updated last year
- BioDiscoveryAgent is an LLM-based AI agent for closed-loop design of genetic perturbation experiments☆126Jul 6, 2025Updated last year
- True Few-Shot BioIE: Benchmarking GPT-3 In-Context and Small PLM Fine-Tuning☆12Jul 6, 2022Updated 4 years ago
- A collection of resources and papers on AI Scientist / Robot Scientist☆171Jun 25, 2026Updated 2 months ago
- ☆25Apr 3, 2025Updated last year
- [EMNLP2020] When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models☆11Nov 10, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Source code for ICLR 2021 paper: "Molecule Optimization by Explainable Evolution"☆31May 29, 2021Updated 5 years ago
- Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion☆13Jul 26, 2023Updated 3 years ago
- [ICLR'26 Oral] RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments☆62Feb 9, 2026Updated 7 months ago
- Discovering Data-driven Hypotheses in the Wild☆161Jun 9, 2025Updated last year
- Code, data, and model of paper "Text-to-SQL Error Correction with Language Models of Code" (ACL'23)☆32Aug 22, 2024Updated 2 years ago
- Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning (AAAI'19)☆28Oct 31, 2019Updated 6 years ago
- ☆197Oct 31, 2025Updated 10 months ago
- ☆11Jan 3, 2024Updated 2 years ago
- Paper list of agent for science☆297Jun 27, 2026Updated 2 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Data and Code for EMNLP 2022 paper "ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples"☆15Jun 4, 2023Updated 3 years ago
- A virtual environment for developing and evaluating automated scientific discovery agents.☆220Mar 10, 2025Updated last year
- Model-based Interactive Semantic Parsing (MISP) framework☆53Jul 25, 2024Updated 2 years ago
- LLM for genomic☆14Feb 23, 2024Updated 2 years ago
- Official implementation for the paper "Toward Scientific Reasoning in LLMs: Training from Expert Discussions via Reinforcement Learning"☆58Jun 4, 2025Updated last year
- A curated list of LLM powered AI Agents in Biomedical Research. Medical Image Analysis, Multi-omics Genomics Analysis, Biomedical Scienti…☆80Jul 28, 2026Updated last month
- [ACL'24] MC^2: A Multilingual Corpus of Minority Languages in China (Tibetan, Uyghur, Kazakh, and Mongolian)☆38Jan 17, 2026Updated 7 months ago
- "QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks"☆251Aug 5, 2026Updated last month
- ☆21Oct 22, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Awesome GUI Agent Paper List☆902Aug 17, 2026Updated 3 weeks ago
- ☆12Mar 31, 2023Updated 3 years ago
- An Illusion of Progress? Assessing the Current State of Web Agents☆200Jun 25, 2026Updated 2 months ago
- [NeurIPS'25 D&B] Mind2Web-2 Benchmark: Evaluating Agentic Search with Agent-as-a-Judge☆114May 17, 2026Updated 3 months ago
- Source code of paper 'LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval' (WWW 2023)☆22Aug 28, 2023Updated 3 years ago
- ☆352Jun 19, 2024Updated 2 years ago
- A curated list of awesome resources, papers, datasets, and tools related to Genomic LLMs. This repository aims to provide a comprehensive…☆18Aug 7, 2024Updated 2 years ago