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Transformers

10,338 papers

Papers per year

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Papers

Structured Alignment Networks for Matching Sentences EMNLP 2018
Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction EMNLP 2018
WECA: A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition EMNLP 2018
Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation EMNLP 2018
Improved Dependency Parsing using Implicit Word Connections Learned from Unlabeled Data EMNLP 2018
The Lazy Encoder: A Fine-Grained Analysis of the Role of Morphology in Neural Machine Translation EMNLP 2018
Multi-Head Attention with Disagreement Regularization EMNLP 2018
Chinese Pinyin Aided IME, Input What You Have Not Keystroked Yet EMNLP 2018
Training Deeper Neural Machine Translation Models with Transparent Attention EMNLP 2018
Integrating Transformer and Paraphrase Rules for Sentence Simplification EMNLP 2018
Phrase-level Self-Attention Networks for Universal Sentence Encoding EMNLP 2018
Answer-focused and Position-aware Neural Question Generation EMNLP 2018
Exploiting Deep Representations for Neural Machine Translation EMNLP 2018
Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures EMNLP 2018
Deep Attentive Sentence Ordering Network EMNLP 2018
Modeling Localness for Self-Attention Networks EMNLP 2018
Learning Universal Sentence Representations with Mean-Max Attention Autoencoder EMNLP 2018
Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models EMNLP 2018
An Analysis of Encoder Representations in Transformer-Based Machine Translation EMNLP 2018
Extracting Syntactic Trees from Transformer Encoder Self-Attentions 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
Comparative Studies of Detecting Abusive Language on Twitter EMNLP 2018
End-to-End Argument Mining for Discussion Threads Based on Parallel Constrained Pointer Architecture EMNLP 2018