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Transformers

9294 directly classified papers

Papers per year

Papers

Deep EHR: Chronic Disease Prediction Using Medical Notes MLHC 2018
The Annotated Transformer ACL 2018
Learning Universal Sentence Representations with Mean-Max Attention Autoencoder EMNLP 2018
Latent Alignment and Variational Attention NIPS 2018
Sparse Attentive Backtracking: Temporal Credit Assignment Through Reminding NIPS 2018
Relational recurrent neural networks NIPS 2018
Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network ACL 2018
Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering ACL 2018
How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures ACL 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform ACL 2018
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding NAACL 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
KIT’s IWSLT 2018 SLT Translation System EMNLP 2018
Deep Learning Approaches to Text Production NAACL 2018
Neural Machine Translation for Low Resource Languages using Bilingual Lexicon Induced from Comparable Corpora NAACL 2018
Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism ACL 2018
Constituency Parsing with a Self-Attentive Encoder ACL 2018
Graph-based Filtering of Out-of-Vocabulary Words for Encoder-Decoder Models ACL 2018
A Sequence-to-Sequence Model for Semantic Role Labeling ACL 2018
Input Combination Strategies for Multi-Source Transformer Decoder EMNLP 2018
Hierarchical Neural Story Generation ACL 2018
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition ACL 2018
A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems ACL 2018