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Transformers

9294 directly classified papers

Papers per year

Papers

A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization NAACL 2018
Hybrid Attention based Multimodal Network for Spoken Language Classification COLING 2018
A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation COLING 2018
Design Challenges in Named Entity Transliteration COLING 2018
Self-Attention with Relative Position Representations NAACL 2018
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations NAACL 2018
Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network NAACL 2018
Zero Pronoun Resolution with Attention-based Neural Network COLING 2018
Integrating Transformer and Paraphrase Rules for Sentence Simplification EMNLP 2018
Team Papelo: Transformer Networks at FEVER EMNLP 2018
Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks EMNLP 2018
Why are Sequence-to-Sequence Models So Dull? Understanding the Low-Diversity Problem of Chatbots EMNLP 2018
RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation Evaluation EMNLP 2018
Using Wikipedia Edits in Low Resource Grammatical Error Correction EMNLP 2018
Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy COLING 2018
Deep EHR: Chronic Disease Prediction Using Medical Notes MLHC 2018
Sequence-to-sequence Models for Cache Transition Systems ACL 2018
Neural Document Summarization by Jointly Learning to Score and Select Sentences ACL 2018
Using Spoken Word Posterior Features in Neural Machine Translation EMNLP 2018
Ensemble of Translators with Automatic Selection of the Best Translation – the submission of FOKUS to the WMT 18 biomedical translation task – EMNLP 2018
The RWTH Aachen University Filtering System for the WMT 2018 Parallel Corpus Filtering Task EMNLP 2018
Alibaba’s Neural Machine Translation Systems for WMT18 EMNLP 2018
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding NAACL 2018
Parameter Sharing Methods for Multilingual Self-Attentional Translation Models EMNLP 2018
Scaling Neural Machine Translation EMNLP 2018