Search Results for author: Marco Farina

Found 3 papers, 0 papers with code

Non-contrastive sentence representations via self-supervision

no code implementations26 Oct 2023 Marco Farina, Duccio Pappadopulo

Sample contrastive methods, typically referred to simply as contrastive are the foundation of most unsupervised methods to learn text and sentence embeddings.

Sentence Sentence Embeddings

Distillation of encoder-decoder transformers for sequence labelling

no code implementations10 Feb 2023 Marco Farina, Duccio Pappadopulo, Anant Gupta, Leslie Huang, Ozan İrsoy, Thamar Solorio

Driven by encouraging results on a wide range of tasks, the field of NLP is experiencing an accelerated race to develop bigger language models.

Few-Shot Learning Hallucination

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