269 citations · 2.2k across the 32 of their papers we have counts for
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cs.CL2023
Non-contrastive sentence representations via self-supervision
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. On the other hand, a…
cs.CL2023
Distillation of encoder-decoder transformers for sequence labelling
Marco Farina, Duccio Pappadopulo, Anant Gupta +3
Driven by encouraging results on a wide range of tasks, the field of NLP is experiencing an accelerated race to develop bigger language models. This race for bigger models has also…