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Workshop
Tue 12:05 A Tensorized Spectral Attention Mechanism for Efficient Natural Language Processing
Yao Lei Xu · Kriton Konstantinidis · Shengxi Li · Danilo Mandic
Workshop
Learning compositional tasks from language instructions
Lajanugen Logeswaran · Wilka Carvalho · Honglak Lee
Workshop
A Short Study on Compressing Decoder-Based Language Models
Tianda Li · Yassir El Mesbahi · Ivan Kobyzev · Ahmad Rashid · Atif Mahmud · Nithin Anchuri · Habib Hajimolahoseini · Yang Liu · Mehdi Rezagholizadeh
Workshop
Compressing Pre-trained Language Models using Progressive Low Rank Decomposition
Habib Hajimolahoseini · Mehdi Rezaghoizadeh · Vahid Partovi Nia · Marzieh Tahaei · Omar Mohamed Awad · Yang Liu
Workshop
Prune Once for All: Sparse Pre-Trained Language Models
Ofir Zafrir · Haihao Shen
Workshop
Mon 10:50 Cutting Down on Prompts and Parameters:Simple Few-Shot Learning with Language Models
Robert Logan · Ivana Balazevic · Eric Wallace · Fabio Petroni · Sameer Singh · Sebastian Riedel