Repositories list

• TravelPlanner

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

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

  Python

  •

  MIT License

  •36•269•0•0•Updated Dec 11, 2024Dec 11, 2024

• ScienceAgentBench

  Public
  ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery

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

  Python

  •8•24•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•5•0•0•Updated Dec 11, 2024Dec 11, 2024

• AgentSafety

  Public
  0•19•0•0•Updated Dec 10, 2024Dec 10, 2024

• GUI-Agents-Paper-List

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

  Python

  •2•43•2•0•Updated Dec 7, 2024Dec 7, 2024

• WebDreamer

  Public
  Python

  •3•42•0•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

  •12•170•3•0•Updated Dec 2, 2024Dec 2, 2024

• SeeActChromeExtension

  Public
  TypeScript

  •

  Other

  •3•6•0•0•Updated Nov 29, 2024Nov 29, 2024

• 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 Nov 27, 2024Nov 27, 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

• 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

  •85•663•14•2•Updated Nov 13, 2024Nov 13, 2024

• ChemAgent

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

  agentchemistryllms

  Python

  •

  MIT License

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

  •8•71•1•0•Updated Nov 12, 2024Nov 12, 2024

• UGround

  Public
  Official Repo for UGround

  artificial-intelligenceweb-agentsgui-agents

  Python

  •6•113•6•0•Updated Nov 8, 2024Nov 8, 2024

• AmpleGCG

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

  nlpsafetyadversarial-attacks+ 1gcg

  Python

  •

  Other

  •3•48•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•8•0•0•Updated Oct 22, 2024Oct 22, 2024

• Middleware

  Public
  Repository for paper Tools Are Instrumental for Language Agents in Complex Environments

  2•33•1•0•Updated Oct 4, 2024Oct 4, 2024

• In-Context-Reranking

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

  Python

  •

  MIT License

  •1•11•0•0•Updated Oct 4, 2024Oct 4, 2024

• EIA_against_webagent

  Public
  Python

  •1•13•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•2•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

  •104•737•7•5•Updated Jul 30, 2024Jul 30, 2024

• 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

  •120•1.5k•8•0•Updated Jul 29, 2024Jul 29, 2024

• Deductive-Beam-Search

  Public
  [COLM'24] "Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning"

  Python

  •1•19•0•0•Updated Jun 14, 2024Jun 14, 2024

• LLM-Planner

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

  Python

  •

  MIT License

  •16•159•8•0•Updated Jun 11, 2024Jun 11, 2024

• 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

  •14•317•0•0•Updated May 27, 2024May 27, 2024

• AttributionBench

  Public
  Python

  •1•9•1•0•Updated May 17, 2024May 17, 2024

• TableLlama

  Public
  [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".

  Python

  •

  MIT License

  •11•119•9•0•Updated May 14, 2024May 14, 2024