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model compression

3283 papers

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MC

Co-occurring keywords

knowledge distillation (3680) large language model (12755) neural network (6616) efficient computing (779) neural network optimization (1293) transfer learning (5442) convolutional neural network (4216) neural network pruning (265) language model (4573) parameter efficiency (415)

Papers

Regularizing Neural Networks via Minimizing Hyperspherical Energy CVPR 2020
AOWS: Adaptive and Optimal Network Width Search With Latency Constraints CVPR 2020
Distilling Cross-Task Knowledge via Relationship Matching CVPR 2020
Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection CVPR 2020
Few Sample Knowledge Distillation for Efficient Network Compression CVPR 2020
Fast Word Predictor for On-Device Application COLING 2020
Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data COLING 2020
Structured Pruning of Large Language Models EMNLP 2020
HABERTOR: An Efficient and Effective Deep Hatespeech Detector EMNLP 2020
Modularized Transfomer-based Ranking Framework EMNLP 2020
Autoregressive Knowledge Distillation through Imitation Learning EMNLP 2020
Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior EMNLP 2020
Speed-optimized, Compact Student Models that Distill Knowledge from a Larger Teacher Model: the UEDIN-CUNI Submission to the WMT 2020 News Translation Task EMNLP 2020
exBERT: Extending Pre-trained Models with Domain-specific Vocabulary Under Constrained Training Resources EMNLP 2020
Efficient Meta Lifelong-Learning with Limited Memory EMNLP 2020
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models EMNLP 2020
When BERT Plays the Lottery, All Tickets Are Winning EMNLP 2020
Distilling Multiple Domains for Neural Machine Translation EMNLP 2020
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation EMNLP 2020
AdapterHub: A Framework for Adapting Transformers EMNLP 2020
Large Product Key Memory for Pretrained Language Models EMNLP 2020
TinyBERT: Distilling BERT for Natural Language Understanding EMNLP 2020
Rank and run-time aware compression of NLP Applications EMNLP 2020
Accelerating Natural Language Understanding in Task-Oriented Dialog ACL 2020
ReSprop: Reuse Sparsified Backpropagation CVPR 2020