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Knowledge Distillation

1,329 papers

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Papers

Adversarial Self-Supervised Data-Free Distillation for Text Classification EMNLP 2020
Distilling Structured Knowledge for Text-Based Relational Reasoning EMNLP 2020
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing EMNLP 2020
High Performance Natural Language Processing EMNLP 2020
Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP EMNLP 2020
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT EMNLP 2020
Fast End-to-end Coreference Resolution for Korean EMNLP 2020
TinyBERT: Distilling BERT for Natural Language Understanding EMNLP 2020
Exploring the Boundaries of Low-Resource BERT Distillation EMNLP 2020
FastFormers: Highly Efficient Transformer Models for Natural Language Understanding EMNLP 2020
WeChat Neural Machine Translation Systems for WMT20 EMNLP 2020
HW-TSC’s Participation in the WMT 2020 News Translation Shared Task EMNLP 2020
Volctrans Parallel Corpus Filtering System for WMT 2020 EMNLP 2020
Go Wide, Then Narrow: Efficient Training of Deep Thin Networks ICML 2020
Variational Learning of Bayesian Neural Networks via Bayesian Dark Knowledge IJCAI 2020
Stochastic Batch Augmentation with An Effective Distilled Dynamic Soft Label Regularizer IJCAI 2020
Dual Policy Distillation IJCAI 2020
Self-Distillation for Improving CTC-Transformer-Based ASR Systems INTERSPEECH 2020
Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation INTERSPEECH 2020
Knowledge Distillation from Offline to Streaming RNN Transducer for End-to-End Speech Recognition INTERSPEECH 2020
Sub-Band Knowledge Distillation Framework for Speech Enhancement INTERSPEECH 2020
Compact Speaker Embedding: lrx-Vector INTERSPEECH 2020
StrawNet: Self-Training WaveNet for TTS in Low-Data Regimes INTERSPEECH 2020
Distilling the Knowledge of BERT for Sequence-to-Sequence ASR INTERSPEECH 2020
Ensemble Approaches for Uncertainty in Spoken Language Assessment INTERSPEECH 2020