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Transformers

10,338 papers

Papers per year

6
925
1787
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'25

Papers

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
Dual Discriminator Generative Adversarial Nets NIPS 2017
A Convolutional Encoder Model for Neural Machine Translation ACL 2017
Attention-over-Attention Neural Networks for Reading Comprehension ACL 2017
Joint Modeling of Content and Discourse Relations in Dialogues ACL 2017
Diversity driven attention model for query-based abstractive summarization ACL 2017
Selective Encoding for Abstractive Sentence Summarization ACL 2017
Learning to Generate Market Comments from Stock Prices ACL 2017
Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search ACL 2017
Semi-supervised sequence tagging with bidirectional language models ACL 2017