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1. zou-group/textgrad zou-group/textgrad Public

   TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

   Python 1.8k 153

2. vision-language-models-are-bows vision-language-models-are-bows Public

   Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR 2023

   Python 251 15

3. post-hoc-cbm post-hoc-cbm Public

   Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023

   Python 72 9

4. microsoft/mechanistic-error-probe microsoft/mechanistic-error-probe Public

   A mechanistic approach for understanding and detecting factual errors of large language models.

   Jupyter Notebook 39 4

5. beyond-confidence-atypicality beyond-confidence-atypicality Public

   Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"

   Python 12 4

6. PathologyFoundation/plip PathologyFoundation/plip Public

   Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PLIP is a large-scale pre-trained model that can be used to ex…

   Python 272 27