95 citations · 105 across the 4 of their papers we have counts for
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cs.CL2022★ 4 cited
Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks
Rajiv Movva, Jinhao Lei, Shayne Longpre +2
Quantization, knowledge distillation, and magnitude pruning are among the most popular methods for neural network compression in NLP. Independently, these methods reduce model size…
cs.CL2016★ 95 cited
Linguistically Regularized LSTMs for Sentiment Classification
Qiao Qian, Minlie Huang, Jinhao Lei +1
Sentiment understanding has been a long-term goal of AI in the past decades. This paper deals with sentence-level sentiment classification. Though a variety of neural network model…