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Knowledge Distillation

3,086 papers

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Papers

Claim Matching Beyond English to Scale Global Fact-Checking IJCNLP 2021
Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction IJCNLP 2021
Obtaining Better Static Word Embeddings Using Contextual Embedding Models IJCNLP 2021
Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation IJCNLP 2021
Selective Knowledge Distillation for Neural Machine Translation IJCNLP 2021
PRAL: A Tailored Pre-Training Model for Task-Oriented Dialog Generation IJCNLP 2021
Lightweight Adapter Tuning for Multilingual Speech Translation IJCNLP 2021
IFlyEA: A Chinese Essay Assessment System with Automated Rating, Review Generation, and Recommendation IJCNLP 2021
NAIST English-to-Japanese Simultaneous Translation System for IWSLT 2021 Simultaneous Text-to-text Task IJCNLP 2021
Dealing with training and test segmentation mismatch: FBK@IWSLT2021 IJCNLP 2021
ESPnet-ST IWSLT 2021 Offline Speech Translation System IJCNLP 2021
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task IJCNLP 2021
The USYD-JD Speech Translation System for IWSLT2021 IJCNLP 2021
On Knowledge Distillation for Translating Erroneous Speech Transcriptions IJCNLP 2021
Revisiting Pretraining with Adapters IJCNLP 2021
In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval IJCNLP 2021
An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation IJCNLP 2021
Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble IJCNLP 2021
Samsung R&D Institute Poland submission to WAT 2021 Indic Language Multilingual Task IJCNLP 2021
A Lightweight Framework for Online Voice Activity Detection in the Wild INTERSPEECH 2021
Adjunct-Emeritus Distillation for Semi-Supervised Language Model Adaptation INTERSPEECH 2021
Continual Learning for Fake Audio Detection INTERSPEECH 2021
FANS: Fusing ASR and NLU for On-Device SLU INTERSPEECH 2021
Bridging the Gap Between Streaming and Non-Streaming ASR Systems by Distilling Ensembles of CTC and RNN-T Models INTERSPEECH 2021
Knowledge Distillation from Multi-Modality to Single-Modality for Person Verification INTERSPEECH 2021