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Transformers

9294 directly classified papers

Papers per year

Papers

Monaural Multi-Talker Speech Recognition with Attention Mechanism and Gated Convolutional Networks INTERSPEECH 2018
Zero Pronoun Resolution with Attention-based Neural Network COLING 2018
Design Challenges in Named Entity Transliteration COLING 2018
A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation COLING 2018
Aspect and Sentiment Aware Abstractive Review Summarization COLING 2018
An Evaluation of Neural Machine Translation Models on Historical Spelling Normalization COLING 2018
Double Path Networks for Sequence to Sequence Learning COLING 2018
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation COLING 2018
Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering COLING 2018
Transformation Autoregressive Networks ICML 2018
Neural Machine Translation with Decoding History Enhanced Attention COLING 2018
Multi-layer Representation Fusion for Neural Machine Translation COLING 2018
Multilingual Neural Machine Translation with Task-Specific Attention COLING 2018
Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy COLING 2018
Hybrid Attention based Multimodal Network for Spoken Language Classification COLING 2018
Robust Spoken Language Understanding via Paraphrasing INTERSPEECH 2018
End-To-End Audio Replay Attack Detection Using Deep Convolutional Networks with Attention INTERSPEECH 2018
Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network NAACL 2018
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations NAACL 2018
Deep Learning based Situated Goal-oriented Dialogue Systems INTERSPEECH 2018
Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains IJCAI 2018
Multiway Attention Networks for Modeling Sentence Pairs IJCAI 2018
Neural Semantic Parsing ACL 2018
Hierarchical Convolutional Attention Networks for Text Classification ACL 2018
Self-Attention with Relative Position Representations NAACL 2018