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Transformers

9294 directly classified papers

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Papers

BERTChem-DDI : Improved Drug-Drug Interaction Prediction from text using Chemical Structure Information AACL 2020
Social Media Medical Concept Normalization using RoBERTa in Ontology Enriched Text Similarity Framework AACL 2020
Neural Abstractive Multi-Document Summarization: Hierarchical or Flat Structure? AACL 2020
Comparison of the effects of attention mechanism on translation tasks of different lengths of ambiguous words AACL 2020
Fairseq S2T: Fast Speech-to-Text Modeling with Fairseq AACL 2020
MRC Examples Answerable by BERT without a Question Are Less Effective in MRC Model Training AACL 2020
GRUBERT: A GRU-Based Method to Fuse BERT Hidden Layers for Twitter Sentiment Analysis AACL 2020
Making a Point: Pointer-Generator Transformers for Disjoint Vocabularies AACL 2020
Two-Headed Monster and Crossed Co-Attention Networks AACL 2020
Compressing Pre-trained Language Models by Matrix Decomposition AACL 2020
Stronger Baselines for Grammatical Error Correction Using a Pretrained Encoder-Decoder Model AACL 2020
Semantic Mask for Transformer Based End-to-End Speech Recognition INTERSPEECH 2020
Multi-Encoder-Decoder Transformer for Code-Switching Speech Recognition INTERSPEECH 2020
Speech Transformer with Speaker Aware Persistent Memory INTERSPEECH 2020
ASR Error Correction with Augmented Transformer for Entity Retrieval INTERSPEECH 2020
Transformer with Bidirectional Decoder for Speech Recognition INTERSPEECH 2020
Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition INTERSPEECH 2020
Streaming Transformer-Based Acoustic Models Using Self-Attention with Augmented Memory INTERSPEECH 2020
Streaming Chunk-Aware Multihead Attention for Online End-to-End Speech Recognition INTERSPEECH 2020
Shallow-to-Deep Training for Neural Machine Translation EMNLP 2020
Neural Speech Completion INTERSPEECH 2020
Serialized Output Training for End-to-End Overlapped Speech Recognition INTERSPEECH 2020
Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition INTERSPEECH 2020
Exploiting Deep Sentential Context for Expressive End-to-End Speech Synthesis INTERSPEECH 2020
Should we Hard-Code the Recurrence Concept or Learn it Instead ? Exploring the Transformer Architecture for Audio-Visual Speech Recognition INTERSPEECH 2020