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Transformers

9294 directly classified papers

Papers per year

Papers

Incremental Transformer with Deliberation Decoder for Document Grounded Conversations ACL 2019
Improving Long Distance Slot Carryover in Spoken Dialogue Systems ACL 2019
Effort-Aware Neural Automatic Post-Editing ACL 2019
What Does BERT Learn about the Structure of Language? ACL 2019
Fact or Factitious? Contextualized Opinion Spam Detection ACL 2019
GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling ACL 2019
Scheduled Sampling for Transformers ACL 2019
BAM! Born-Again Multi-Task Networks for Natural Language Understanding ACL 2019
DFKI-NMT Submission to the WMT19 News Translation Task ACL 2019
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives ACL 2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction ACL 2019
Fully Convolutional Video Captioning with Coarse-to-Fine and Inherited Attention AAAI 2019
A Neural Network Approach to Verb Phrase Ellipsis Resolution AAAI 2019
A Task in a Suit and a Tie: Paraphrase Generation with Semantic Augmentation AAAI 2019
Contextualized Non-Local Neural Networks for Sequence Learning AAAI 2019
Fast and Simple Mixture of Softmaxes with BPE and Hybrid-LightRNN for Language Generation AAAI 2019
Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder AAAI 2019
A Tensorized Transformer for Language Modeling NIPS 2019
AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification NIPS 2019
Levenshtein Transformer NIPS 2019
Are Sixteen Heads Really Better than One? NIPS 2019
Visualizing and Measuring the Geometry of BERT NIPS 2019
Geometry-Aware Neural Rendering NIPS 2019
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism NIPS 2019
DppNet: Approximating Determinantal Point Processes with Deep Networks NIPS 2019