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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 43 3

  2. bonito bonito Public

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

    Python 816 55

  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 93 6

Repositories

Showing 10 of 35 repositories
  • cross-difficulty Public

    Analysis of LLM generalization across difficulty levels using Item Response Theory

    BatsResearch/cross-difficulty’s past year of commit activity
    6 0 0 0 Updated Nov 29, 2025
  • trove Public

    A Flexible Toolkit for Dense Retrieval

    BatsResearch/trove’s past year of commit activity
    Python 43 Apache-2.0 3 0 0 Updated Nov 12, 2025
  • self-jailbreaking Public

    Official code repository for "Self-Jailbreaking: Language Models Can Reason Themselves Out of Safety Alignment After Benign Reasoning Training"

    BatsResearch/self-jailbreaking’s past year of commit activity
    Python 7 0 0 0 Updated Oct 29, 2025
  • csp Public

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

    BatsResearch/csp’s past year of commit activity
    Python 93 BSD-3-Clause 6 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 4 1 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 23 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 816 BSD-3-Clause 55 5 1 Updated Jul 15, 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
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