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Knowledge Distillation

503 directly classified papers

Papers per year

Papers

Towards Making the Most of BERT in Neural Machine Translation AAAI 2020
Using the Past Knowledge to Improve Sentiment Classification EMNLP 2020
A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining EMNLP 2020
Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training EMNLP 2020
Language Model Prior for Low-Resource Neural Machine Translation EMNLP 2020
Integrating Relation Constraints with Neural Relation Extractors AAAI 2020
Event Representation Learning Enhanced with External Commonsense Knowledge EMNLP 2019
Learn Spelling from Teachers: Transferring Knowledge from Language Models to Sequence-to-Sequence Speech Recognition INTERSPEECH 2019
From Horn-SRIQ to Datalog: A Data-Independent Transformation That Preserves Assertion Entailment AAAI 2019
Exploiting the Ground-Truth: An Adversarial Imitation Based Knowledge Distillation Approach for Event Detection AAAI 2019
Amalgamating Knowledge towards Comprehensive Classification AAAI 2019
Conceptualisation and Annotation of Drug Nonadherence Information for Knowledge Extraction from Patient-Generated Texts EMNLP 2019
Flambé: A Customizable Framework for Machine Learning Experiments ACL 2019
Large Scale Incremental Learning CVPR 2019
Augmenting Neural Networks with First-order Logic ACL 2019
Positive-Unlabeled Compression on the Cloud NIPS 2019
Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation INTERSPEECH 2019
Compression of Acoustic Event Detection Models with Quantized Distillation INTERSPEECH 2019
Knowledge Distillation for Sequence Model INTERSPEECH 2018
Attention-Guided Answer Distillation for Machine Reading Comprehension EMNLP 2018
Feature Representation of Short Utterances Based on Knowledge Distillation for Spoken Language Identification INTERSPEECH 2018
Improving DNNs Trained with Non-Native Transcriptions Using Knowledge Distillation and Target Interpolation INTERSPEECH 2018
A Teacher-Student Framework for Maintainable Dialog Manager EMNLP 2018
Empirical Analysis of Score Fusion Application to Combined Neural Networks for Open Vocabulary Spoken Term Detection INTERSPEECH 2018
XL-NBT: A Cross-lingual Neural Belief Tracking Framework EMNLP 2018