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Transformers

9294 directly classified papers

Papers per year

Papers

End-to-End Argument Mining for Discussion Threads Based on Parallel Constrained Pointer Architecture EMNLP 2018
Why are Sequence-to-Sequence Models So Dull? Understanding the Low-Diversity Problem of Chatbots EMNLP 2018
Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks EMNLP 2018
Learning Universal Sentence Representations with Mean-Max Attention Autoencoder EMNLP 2018
Deep Learning for Conversational AI NAACL 2018
The JHU/KyotoU Speech Translation System for IWSLT 2018 EMNLP 2018
Relational recurrent neural networks NIPS 2018
Sparse Attentive Backtracking: Temporal Credit Assignment Through Reminding NIPS 2018
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding NAACL 2018
Latent Alignment and Variational Attention NIPS 2018
Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks MLHC 2018
Deep EHR: Chronic Disease Prediction Using Medical Notes MLHC 2018
Using Wikipedia Edits in Low Resource Grammatical Error Correction EMNLP 2018
Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers EMNLP 2018
Extracting Syntactic Trees from Transformer Encoder Self-Attentions EMNLP 2018
The RWTH Aachen University Filtering System for the WMT 2018 Parallel Corpus Filtering Task 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
Neural Document Summarization by Jointly Learning to Score and Select Sentences ACL 2018
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation ACL 2018
Language Identification in Code-Mixed Data using Multichannel Neural Networks and Context Capture EMNLP 2018
Answer-focused and Position-aware Neural Question Generation EMNLP 2018
Integrating Transformer and Paraphrase Rules for Sentence Simplification EMNLP 2018
Translating a Math Word Problem to a Expression Tree EMNLP 2018
Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging EMNLP 2018
Multi-Head Attention with Disagreement Regularization EMNLP 2018