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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.

Pinned

  1. bonito bonito Public

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

    Python 474 30

  2. alfred alfred Public

    A system for prompted weak supervision.

    Python 38 5

  3. csp csp Public

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

    Python 75 4

  4. zsl-kg zsl-kg Public

    Framework for zero-shot learning with knowledge graphs.

    Python 108 8

Repositories

Showing 10 of 26 repositories
  • alfred Public

    A system for prompted weak supervision.

    Python 38 BSD-3-Clause 5 1 0 Updated Apr 12, 2024
  • labelmodels Public

    Lightweight implementations of generative label models for weakly supervised machine learning

    Python 14 Apache-2.0 4 1 1 Updated Apr 10, 2024
  • bonito Public

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

    Python 474 BSD-3-Clause 30 1 1 Updated Apr 7, 2024
  • ex2 Public

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

    Python 10 0 0 0 Updated Apr 4, 2024
  • Python 10 0 0 0 Updated Mar 19, 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

    1 1 0 0 Updated Feb 23, 2024
  • LexC-Gen Public

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

    Python 7 1 0 0 Updated Feb 23, 2024
  • menghini-neurips23-code Public

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

    Python 38 3 1 0 Updated Jan 10, 2024
  • fudd Public

    Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification

    Python 6 0 0 0 Updated Nov 15, 2023
  • su-bigdata23-code Public

    Code Repository for IEEE BigData 23 Paper "Leveraging Large Language Models for Structure Learning in Prompted Weak Supervision"

    Python 2 0 0 0 Updated Nov 2, 2023

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