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Transformers

1816 directly classified papers

Papers per year

Papers

Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval EMNLP 2019
Simple and Effective Noisy Channel Modeling for Neural Machine Translation IJCNLP 2019
Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains IJCNLP 2019
Video Action Transformer Network CVPR 2019
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers ACL 2019
Matching the Blanks: Distributional Similarity for Relation Learning ACL 2019
Multilingual Constituency Parsing with Self-Attention and Pre-Training ACL 2019
Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2019
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting NIPS 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding NIPS 2019
A Tensorized Transformer for Language Modeling NIPS 2019
DppNet: Approximating Determinantal Point Processes with Deep Networks NIPS 2019
FastSpeech: Fast, Robust and Controllable Text to Speech NIPS 2019
Dialogue-Act Prediction of Future Responses Based on Conversation History ACL 2019
Attention over Heads: A Multi-Hop Attention for Neural Machine Translation ACL 2019
English-Indonesian Neural Machine Translation for Spoken Language Domains ACL 2019
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge EMNLP 2019
YiSi - a Unified Semantic MT Quality Evaluation and Estimation Metric for Languages with Different Levels of Available Resources ACL 2019
Filtering Pseudo-References by Paraphrasing for Automatic Evaluation of Machine Translation ACL 2019
SciBERT: A Pretrained Language Model for Scientific Text EMNLP 2019
BERT Rediscovers the Classical NLP Pipeline ACL 2019
Attention Is (not) All You Need for Commonsense Reasoning ACL 2019
MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension ACL 2019
Hierarchical Transformers for Multi-Document Summarization ACL 2019
Depth Growing for Neural Machine Translation ACL 2019