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@BatsResearch

Bats Research

We are a machine learning research group at Brown University. We work on improving the processes by which humans teach and instruct computers.

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  1. bonito bonito Public

    A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

    Python 578 38

  2. alfred alfred Public

    A system for prompted weak supervision.

    Python 45 5

  3. csp csp Public

    Learning to compose soft prompts for compositional zero-shot learning.

    Python 79 4

  4. zsl-kg zsl-kg Public

    Framework for zero-shot learning with knowledge graphs.

    Python 109 8

Repositories

Showing 10 of 28 repositories
  • LexC-Gen Public

    Generate synthetic labeled data for extremely low-resource languages using bilingual lexicons.

    BatsResearch/LexC-Gen’s past year of commit activity
    Python 9 2 0 0 Updated Jul 1, 2024
  • alfred Public

    A system for prompted weak supervision.

    BatsResearch/alfred’s past year of commit activity
    Python 45 BSD-3-Clause 5 1 0 Updated Jul 1, 2024
  • bonito Public

    A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

    BatsResearch/bonito’s past year of commit activity
    Python 578 BSD-3-Clause 38 1 0 Updated Jul 1, 2024
  • planetarium Public
    BatsResearch/planetarium’s past year of commit activity
    Python 6 BSD-3-Clause 1 0 1 Updated Jun 26, 2024
  • cross-lingual-detox Public

    Code for "Preference Tuning For Toxicity Mitigation Generalizes Across Languages"

    BatsResearch/cross-lingual-detox’s past year of commit activity
    Jupyter Notebook 12 BSD-3-Clause 0 0 0 Updated Jun 25, 2024
  • nayak-aclfindings24-code Public
    BatsResearch/nayak-aclfindings24-code’s past year of commit activity
    Python 13 0 0 0 Updated Jun 9, 2024
  • labelmodels Public

    Lightweight implementations of generative label models for weakly supervised machine learning

    BatsResearch/labelmodels’s past year of commit activity
    Python 14 Apache-2.0 4 1 1 Updated Apr 10, 2024
  • ex2 Public

    If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions

    BatsResearch/ex2’s past year of commit activity
    Python 10 0 0 0 Updated Apr 4, 2024
  • LexC-Gen-Data-Archive Public

    Data Repository for LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons

    BatsResearch/LexC-Gen-Data-Archive’s past year of commit activity
    1 1 0 0 Updated Feb 23, 2024
  • menghini-neurips23-code Public

    Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.

    BatsResearch/menghini-neurips23-code’s past year of commit activity
    Python 40 2 1 0 Updated Jan 10, 2024
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