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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

Multi-Task Self-Training for Learning General Representations ICCV 2021
Distilling Virtual Examples for Long-Tailed Recognition ICCV 2021
Lipschitz Continuity Guided Knowledge Distillation ICCV 2021
Towards Quantifiable Dialogue Coherence Evaluation ACL 2021
Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation ACL 2021
Claim Matching Beyond English to Scale Global Fact-Checking ACL 2021
Samsung R&D Institute Poland submission to WAT 2021 Indic Language Multilingual Task ACL 2021
GAML-BERT: Improving BERT Early Exiting by Gradient Aligned Mutual Learning EMNLP 2021
Improving Stance Detection with Multi-Dataset Learning and Knowledge Distillation EMNLP 2021
Inflate and Shrink:Enriching and Reducing Interactions for Fast Text-Image Retrieval EMNLP 2021
deepQuest-py: Large and Distilled Models for Quality Estimation EMNLP 2021
Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation EMNLP 2021
A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution. EMNLP 2021
NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application EMNLP 2021
Distilling Knowledge for Empathy Detection EMNLP 2021
Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models EMNLP 2021
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking EMNLP 2021
Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation CVPR 2021
Automatic Construction of Enterprise Knowledge Base EMNLP 2021
Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning AAAI 2021
Towards Faster Deep Collaborative Filtering via Hierarchical Decision Networks AAAI 2021
N-LTP: An Open-source Neural Language Technology Platform for Chinese EMNLP 2021
Competing Independent Modules for Knowledge Integration and Optimization EMNLP 2021
Knowledge Distillation from Multi-Modality to Single-Modality for Person Verification INTERSPEECH 2021
Contextualized Attention-Based Knowledge Transfer for Spoken Conversational Question Answering INTERSPEECH 2021