Ajay Patel

Posts with the tag  embeddings

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.
Relationship between Cosine Similarity and Euclidean Distance
Machine Learning · May 27, 2020

For unit-length vectors, both the cosine similarity and Euclidean distance measures can be used for ranking with the same order. In fact, you can directly convert between the two.

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