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OSU Natural Language Processing

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  1. HippoRAG 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 + Personali…

    Python 1.4k 114

  2. Mind2Web Mind2Web Public

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

    Jupyter Notebook 708 100

  3. SeeAct 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).

    Python 639 81

  4. MagicBrush MagicBrush Public

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

    Python 307 14

  5. TravelPlanner TravelPlanner Public

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

    Python 245 31

  6. GrokkedTransformer GrokkedTransformer Public

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

    Python 160 12

Repositories

Showing 10 of 42 repositories
  • ChemAgent Public

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

    OSU-NLP-Group/ChemAgent’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Nov 11, 2024
  • UGround Public

    Official Repo for UGround

    OSU-NLP-Group/UGround’s past year of commit activity
    Python 93 6 5 0 Updated Nov 8, 2024
  • WebDreamer Public
    OSU-NLP-Group/WebDreamer’s past year of commit activity
    0 0 0 0 Updated Nov 6, 2024
  • AmpleGCG Public

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

    OSU-NLP-Group/AmpleGCG’s past year of commit activity
    Python 44 2 0 0 Updated Nov 3, 2024
  • COSMO Public

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

    OSU-NLP-Group/COSMO’s past year of commit activity
    Python 6 MIT 0 0 0 Updated Nov 1, 2024
  • ScienceAgentBench Public

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

    OSU-NLP-Group/ScienceAgentBench’s past year of commit activity
    Python 19 4 1 0 Updated Oct 31, 2024
  • AgentAttack Public
    OSU-NLP-Group/AgentAttack’s past year of commit activity
    14 1 0 0 Updated Oct 25, 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).

    OSU-NLP-Group/SeeAct’s past year of commit activity
    Python 639 81 13 1 Updated Oct 25, 2024
  • TravelPlanner Public

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

    OSU-NLP-Group/TravelPlanner’s past year of commit activity
    Python 245 MIT 31 0 0 Updated Oct 24, 2024
  • MQA Public

    Multimodal Question Answering for Unified Information Extraction

    OSU-NLP-Group/MQA’s past year of commit activity
    Python 8 1 0 0 Updated Oct 22, 2024
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