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Transformers

9294 directly classified papers

Papers per year

Papers

DFKI-MLT System Description for the WMT18 Automatic Post-editing Task EMNLP 2018
Bootstrapping Generators from Noisy Data NAACL 2018
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization NAACL 2018
Improving the Transformer Translation Model with Document-Level Context 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
Modeling Localness for Self-Attention Networks EMNLP 2018
Deep Communicating Agents for Abstractive Summarization NAACL 2018
Generating Topic-Oriented Summaries Using Neural Attention NAACL 2018
Self-Attentive Speaker Embeddings for Text-Independent Speaker Verification INTERSPEECH 2018
Self-Attentional Acoustic Models INTERSPEECH 2018
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