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Transformers

10,397 papers

Papers per year

6
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Papers

Revealing the Dark Secrets of BERT IJCNLP 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives IJCNLP 2019
Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation IJCNLP 2019
Cloze-driven Pretraining of Self-attention Networks IJCNLP 2019
Transfer Fine-Tuning: A BERT Case Study IJCNLP 2019
Simple and Effective Noisy Channel Modeling for Neural Machine Translation IJCNLP 2019
Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains IJCNLP 2019
Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs IJCNLP 2019
Higher-order Comparisons of Sentence Encoder Representations IJCNLP 2019
A Gated Self-attention Memory Network for Answer Selection IJCNLP 2019
Abstract Text Summarization: A Low Resource Challenge IJCNLP 2019
Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation IJCNLP 2019
Multi-Task Stance Detection with Sentiment and Stance Lexicons IJCNLP 2019
STANCY: Stance Classification Based on Consistency Cues IJCNLP 2019
Applying BERT to Document Retrieval with Birch IJCNLP 2019
Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations IJCNLP 2019
Very Deep Self-Attention Networks for End-to-End Speech Recognition INTERSPEECH 2019
Attentive to Individual: A Multimodal Emotion Recognition Network with Personalized Attention Profile INTERSPEECH 2019
A Comparison of Deep Learning Methods for Language Understanding INTERSPEECH 2019
Adapting Transformer to End-to-End Spoken Language Translation INTERSPEECH 2019
Real-Time Neural Text-to-Speech with Sequence-to-Sequence Acoustic Model and WaveGlow or Single Gaussian WaveRNN Vocoders INTERSPEECH 2019
Self Attention in Variational Sequential Learning for Summarization INTERSPEECH 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
Speech Emotion Recognition in Dyadic Dialogues with Attentive Interaction Modeling INTERSPEECH 2019