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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. trove trove Public

    A Flexible Toolkit for Dense Retrieval

    Python 33 2

  2. bonito bonito Public

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

    Python 792 51

  3. alfred alfred Public

    A system for prompted weak supervision. Alfred is a powerful tool that leverages large language models to accelerate data annotation.

    Python 56 8

  4. csp csp Public

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

    Python 90 5

Repositories

Showing 10 of 33 repositories
  • csp Public

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

    BatsResearch/csp’s past year of commit activity
    Python 90 BSD-3-Clause 5 0 0 Updated Sep 13, 2025
  • cot-monitor Public

    Can We Predict Alignment Before Models Finish Thinking? Towards Monitoring Misaligned Reasoning Models

    BatsResearch/cot-monitor’s past year of commit activity
    Python 2 0 0 0 Updated Aug 27, 2025
  • sycl Public

    Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance

    BatsResearch/sycl’s past year of commit activity
    Python 8 0 0 0 Updated Aug 25, 2025
  • labelmodels Public

    Lightweight implementations of generative label models for weakly supervised machine learning

    BatsResearch/labelmodels’s past year of commit activity
    Python 22 Apache-2.0 4 1 1 Updated Aug 8, 2025
  • 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 792 BSD-3-Clause 51 5 1 Updated Jul 15, 2025
  • trove Public

    A Flexible Toolkit for Dense Retrieval

    BatsResearch/trove’s past year of commit activity
    Python 33 Apache-2.0 2 0 0 Updated Jul 5, 2025
  • crosslingual-test-time-scaling Public

    Crosslingual Reasoning through Test-Time Scaling

    BatsResearch/crosslingual-test-time-scaling’s past year of commit activity
    Python 19 2 0 0 Updated May 13, 2025
  • alfred Public

    A system for prompted weak supervision. Alfred is a powerful tool that leverages large language models to accelerate data annotation.

    BatsResearch/alfred’s past year of commit activity
    Python 56 BSD-3-Clause 8 1 0 Updated Apr 3, 2025
  • cross-lingual-detox Public

    Code for "Preference Tuning For Toxicity Mitigation Generalizes Across Languages." Paper accepted at Findings of EMNLP 2024

    BatsResearch/cross-lingual-detox’s past year of commit activity
    Jupyter Notebook 17 BSD-3-Clause 0 0 0 Updated Mar 25, 2025
  • mazzetto-aistats2025-code Public
    BatsResearch/mazzetto-aistats2025-code’s past year of commit activity
    Python 0 0 0 0 Updated Mar 10, 2025
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