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Deep Learning

1397 directly classified papers

Papers per year

Papers

High Quality Streaming Speech Synthesis with Low, Sentence-Length-Independent Latency INTERSPEECH 2020
A Low Latency ASR-Free End to End Spoken Language Understanding System INTERSPEECH 2020
XiaoiceSing: A High-Quality and Integrated Singing Voice Synthesis System INTERSPEECH 2020
End-to-End Neural Transformer Based Spoken Language Understanding INTERSPEECH 2020
Two-Stage Polyphonic Sound Event Detection Based on Faster R-CNN-LSTM with Multi-Token Connectionist Temporal Classification INTERSPEECH 2020
Interpretations are Useful: Penalizing Explanations to Align Neural Networks with Prior Knowledge ICML 2020
DeepCoDA: personalized interpretability for compositional health data ICML 2020
Voice Separation with an Unknown Number of Multiple Speakers ICML 2020
Confidence-Aware Learning for Deep Neural Networks ICML 2020
Incorporating a Local Translation Mechanism into Non-autoregressive Translation EMNLP 2020
Cross Copy Network for Dialogue Generation EMNLP 2020
Semantic Label Smoothing for Sequence to Sequence Problems EMNLP 2020
Quantifying Intimacy in Language EMNLP 2020
HIT: Nested Named Entity Recognition via Head-Tail Pair and Token Interaction EMNLP 2020
Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks EMNLP 2020
Understanding Neural Abstractive Summarization Models via Uncertainty EMNLP 2020
BERT-enhanced Relational Sentence Ordering Network EMNLP 2020
Towards More Accurate Uncertainty Estimation In Text Classification EMNLP 2020
FQuAD: French Question Answering Dataset EMNLP 2020
Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach EMNLP 2020
Finding The Right One and Resolving it EMNLP 2020
Automatic Evaluation vs. User Preference in Neural Textual QuestionAnswering over COVID-19 Scientific Literature EMNLP 2020
Slice-Aware Neural Ranking EMNLP 2020
Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset EMNLP 2020
SChuBERT: Scholarly Document Chunks with BERT-encoding boost Citation Count Prediction. EMNLP 2020