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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 652 43

  2. alfred alfred Public

    A system for prompted weak supervision.

    Python 47 6

  3. csp csp Public

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

    Python 80 6

  4. zsl-kg zsl-kg Public

    Framework for zero-shot learning with knowledge graphs.

    Python 110 8

Repositories

Showing 10 of 28 repositories
  • 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 Sep 6, 2024
  • planetarium Public

    Dataset and benchmark for assessing LLMs in translating natural language descriptions of planning problems into PDDL

    BatsResearch/planetarium’s past year of commit activity
    Python 16 BSD-3-Clause 3 1 0 Updated Sep 3, 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 652 BSD-3-Clause 43 1 1 Updated Aug 26, 2024
  • alfred Public

    A system for prompted weak supervision.

    BatsResearch/alfred’s past year of commit activity
    Python 47 BSD-3-Clause 6 1 0 Updated Aug 19, 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 13 BSD-3-Clause 0 0 0 Updated Jul 27, 2024
  • nayak-aclfindings24-code Public
    BatsResearch/nayak-aclfindings24-code’s past year of commit activity
    Python 18 0 0 0 Updated Jul 16, 2024
  • nplm Public

    A weak supervision framework for (partial) labeling functions

    BatsResearch/nplm’s past year of commit activity
    Python 14 BSD-3-Clause 3 0 0 Updated Jul 15, 2024
  • 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 11 3 0 0 Updated Jul 1, 2024
  • labelmodels Public

    Lightweight implementations of generative label models for weakly supervised machine learning

    BatsResearch/labelmodels’s past year of commit activity
    Python 15 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 11 0 0 0 Updated Apr 4, 2024
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