Repositories list

• GUI-Agents-Paper-List

  Public
  Building a comprehensive and handy list of papers for GUI agents

  Python

  •14•247•2•0•Updated Mar 14, 2025Mar 14, 2025

• LLM-Planner

  Public
  [ICCV'23] LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models

  Python

  •

  MIT License

  •16•167•7•0•Updated Mar 9, 2025Mar 9, 2025

• ChemToolAgent

  Public
  Official code repo for the paper "ChemToolAgent: The Impact of Tools on Language Agents for Chemistry Problem Solving" (previously "Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving")

  agentchemistryllms

  Python

  •

  MIT License

  •4•8•0•0•Updated Mar 8, 2025Mar 8, 2025

• HippoRAG

  Public
  [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.

  Python

  •

  MIT License

  •154•2k•5•0•Updated Mar 6, 2025Mar 6, 2025

• SAE-V

  Public
  Sparse autoencoders for vision

  Elm

  •

  MIT License

  •2•15•2•0•Updated Mar 3, 2025Mar 3, 2025

• UGround

  Public
  [ICLR'25 Oral] UGround: Universal GUI Visual Grounding for GUI Agents

  artificial-intelligenceweb-agentsgui-agents

  Python

  •12•185•5•0•Updated Mar 3, 2025Mar 3, 2025

• COSMO

  Public
  [CIKM'24] Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs

  species-classificationanimal-ecologymultimodal-knowledge-graph

  Python

  •

  MIT License

  •0•6•0•0•Updated Mar 1, 2025Mar 1, 2025

• GroundCocoa

  Public
  Python

  •0•4•0•0•Updated Feb 27, 2025Feb 27, 2025

• ScienceAgentBench

  Public
  [ICLR'25] ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery

  bioinformaticsgeosciencecode-generation+ 6chemoinformaticstask-automationcognitive-neuroscienceai4sciencelarge-language-modelslanguage-agent

  Python

  •

  MIT License

  •10•68•3•1•Updated Feb 25, 2025Feb 25, 2025

• Explorer

  Public
  MIT License

  •0•1•0•0•Updated Feb 21, 2025Feb 21, 2025

• MagicBrush

  Public
  [NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".

  image-editingimage-generationtext-to-image+ 5image-synthesistext-to-image-synthesisdiffusion-modelsinstruction-followingtext-to-image-generation

  Python

  •

  Other

  •15•335•0•0•Updated Feb 20, 2025Feb 20, 2025

• SeeAct

  Public
  [ICML'24] SeeAct is a system for generalist web agents that autonomously carry out tasks on any given website, with a focus on large multimodal models (LMMs) such as GPT-4V(ision).

  agent

  Python

  •

  Other

  •94•728•9•1•Updated Feb 3, 2025Feb 3, 2025

• AgentSafety

  Public
  1•50•0•1•Updated Jan 14, 2025Jan 14, 2025

• SeeActChromeExtension

  Public
  TypeScript

  •

  Other

  •6•12•2•1•Updated Jan 3, 2025Jan 3, 2025

• Middleware

  Public
  Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments (EMNLP'2024)

  agentsllmtool-learning

  Python

  •2•35•0•0•Updated Dec 29, 2024Dec 29, 2024

• TravelPlanner

  Public
  [ICML'24 Spotlight] "TravelPlanner: A Benchmark for Real-World Planning with Language Agents"

  planningautonomous-agentslarge-language-models+ 1language-agent

  Python

  •

  MIT License

  •47•328•1•0•Updated Dec 11, 2024Dec 11, 2024

• awesome-agents4science

  Public
  A curated list of papers on LLMs and agents for scientific research and development

  ai4sciencelarge-language-modelslanguage-agent

  MIT License

  •0•42•0•0•Updated Dec 11, 2024Dec 11, 2024

• WebDreamer

  Public
  Python

  •4•57•1•0•Updated Dec 6, 2024Dec 6, 2024

• GrokkedTransformer

  Public
  Code for NeurIPS'24 paper 'Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization'

  Python

  •

  MIT License

  •18•185•3•0•Updated Dec 2, 2024Dec 2, 2024

• UMLS-Vocabulary-Insertion

  Public
  Python

  •0•2•0•0•Updated Nov 23, 2024Nov 23, 2024

• TacoBot

  Public
  Python

  •

  MIT License

  •1•3•0•0•Updated Nov 22, 2024Nov 22, 2024

• LLM4Chem

  Public
  Official code repo for the paper "LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset"

  chemistrymoleculeai4science+ 1llms

  Python

  •

  MIT License

  •10•78•2•0•Updated Nov 12, 2024Nov 12, 2024

• AmpleGCG

  Public
  AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM

  nlpsafetyadversarial-attacks+ 1gcg

  Python

  •

  Other

  •5•55•1•0•Updated Nov 3, 2024Nov 3, 2024

• AgentAttack

  Public
  2•17•0•0•Updated Oct 25, 2024Oct 25, 2024

• MQA

  Public
  Multimodal Question Answering for Unified Information Extraction

  Python

  •1•9•0•0•Updated Oct 22, 2024Oct 22, 2024

• In-Context-Reranking

  Public
  Code for "Attention in Large Language Models Yeilds Efficient Zero-Shot Re-Rankers"

  Python

  •

  MIT License

  •1•15•0•0•Updated Oct 4, 2024Oct 4, 2024

• EIA_against_webagent

  Public
  Python

  •1•18•1•0•Updated Oct 2, 2024Oct 2, 2024

• Auto-SQL-Correction

  Public
  Code, data, and model of paper "Text-to-SQL Error Correction with Language Models of Code" (ACL'23)

  code-editorcode-generationnatural-language-interface+ 1text-to-sql

  Python

  •3•30•0•0•Updated Aug 22, 2024Aug 22, 2024

• Text2SQL-Error-Detection

  Public
  Code for paper "Error Detection for Text-to-SQL Semantic Parsing"

  Python

  •2•5•2•0•Updated Aug 19, 2024Aug 19, 2024

• Mind2Web

  Public
  [NeurIPS'23 Spotlight] "Mind2Web: Towards a Generalist Agent for the Web"

  Jupyter Notebook

  •

  MIT License

  •107•795•6•5•Updated Jul 30, 2024Jul 30, 2024