Ajay Patel

Posts with the tag  paper

Learning Interpretable Embeddings via LLMs
Machine Learning · November 11, 2023
Our paper at EMNLP 2023, “Learning Interpretable Style Embeddings via Prompting LLMs” used GPT-3 to generate a synthetic dataset used for training interpretable text style embeddings, where each dimension of the embedding vector has a meaningful interpretation to a human.
ICLR 2023: Is GPT the Wrong Architecture?
Machine Learning · December 21, 2022
Our paper at ICLR 2023, “Bidirectional Language Models Are Also Few-shot Learners” surprisingly discovers that older models like T5, that predate GPT-3, were promptable and could perform in-context learning.
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