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Transformers

10,397 papers

Papers per year

6
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Papers

Improving Character-Based Decoding Using Target-Side Morphological Information for Neural Machine Translation NAACL 2018
A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language Generation NAACL 2018
Entity Commonsense Representation for Neural Abstractive Summarization NAACL 2018
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction NAACL 2018
Self-Attentive Residual Decoder for Neural Machine Translation NAACL 2018
Bootstrapping Generators from Noisy Data NAACL 2018
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization NAACL 2018
Deep Communicating Agents for Abstractive Summarization NAACL 2018
Generating Topic-Oriented Summaries Using Neural Attention NAACL 2018
Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network NAACL 2018
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations NAACL 2018
Self-Attention with Relative Position Representations NAACL 2018
A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization NAACL 2018
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding NAACL 2018
Neural Machine Translation for Low Resource Languages using Bilingual Lexicon Induced from Comparable Corpora NAACL 2018
Deep Learning Approaches to Text Production NAACL 2018
Deep Learning for Conversational AI NAACL 2018
TCS Research at SemEval-2018 Task 1: Learning Robust Representations using Multi-Attention Architecture SEMEVAL 2018
A Regularized Framework for Sparse and Structured Neural Attention NIPS 2017
Attention is All you Need NIPS 2017
Cortical microcircuits as gated-recurrent neural networks NIPS 2017
Visual Reference Resolution using Attention Memory for Visual Dialog NIPS 2017
Learning Hierarchical Information Flow with Recurrent Neural Modules NIPS 2017
Deliberation Networks: Sequence Generation Beyond One-Pass Decoding NIPS 2017
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin NIPS 2017