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02/08/2023
Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models
Recent transformer language models achieve outstanding results in many n...
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05/25/2022
Discovering Language-neutral Sub-networks in Multilingual Language Models
Multilingual pre-trained language models perform remarkably well on cros...
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03/30/2022
AdaGrid: Adaptive Grid Search for Link Prediction Training Objective
One of the most important factors that contribute to the success of a ma...
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06/15/2021
Direction is what you need: Improving Word Embedding Compression in Large Language Models
The adoption of Transformer-based models in natural language processing ...
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06/05/2020