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Transformers

9294 directly classified papers

Papers per year

Papers

Self-attention with Functional Time Representation Learning NIPS 2019
Mixtape: Breaking the Softmax Bottleneck Efficiently NIPS 2019
Novel positional encodings to enable tree-based transformers NIPS 2019
Efficient Graph Generation with Graph Recurrent Attention Networks NIPS 2019
ToNy: Contextual embeddings for accurate multilingual discourse segmentation of full documents NAACL 2019
Adapting Transformer to End-to-End Spoken Language Translation INTERSPEECH 2019
“Transforming” Delete, Retrieve, Generate Approach for Controlled Text Style Transfer EMNLP 2019
Encode, Tag, Realize: High-Precision Text Editing EMNLP 2019
Modeling Graph Structure in Transformer for Better AMR-to-Text Generation EMNLP 2019
From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining EMNLP 2019
Quantity doesn’t buy quality syntax with neural language models EMNLP 2019
Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching EMNLP 2019
Context-Aware Neural Machine Translation Decoding EMNLP 2019
On the Importance of Word Boundaries in Character-level Neural Machine Translation EMNLP 2019
Jeff Da at COIN - Shared Task: BIG MOOD: Relating Transformers to Explicit Commonsense Knowledge EMNLP 2019
Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation IJCNLP 2019
Variational Structured Semantic Inference for Diverse Image Captioning NIPS 2019
Real-Time Neural Text-to-Speech with Sequence-to-Sequence Acoustic Model and WaveGlow or Single Gaussian WaveRNN Vocoders INTERSPEECH 2019
Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation EMNLP 2019
Multi-agent Attentional Activity Recognition IJCAI 2019
Towards Discriminative Representation Learning for Speech Emotion Recognition IJCAI 2019
Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction MLHC 2019
Hierarchical Pointer Net Parsing EMNLP 2019
An Analysis of Local Monotonic Attention Variants INTERSPEECH 2019
Improving Transformer-Based End-to-End Speech Recognition with Connectionist Temporal Classification and Language Model Integration INTERSPEECH 2019