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Transformers

9294 directly classified papers

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Papers

A Transformer-based Approach for Source Code Summarization ACL 2020
Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification ACL 2020
A Simple and Effective Dependency Parser for Telugu ACL 2020
TEA: Temporal Excitation and Aggregation for Action Recognition CVPR 2020
TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution CVPR 2020
Point Cloud Completion by Skip-Attention Network With Hierarchical Folding CVPR 2020
15 Keypoints Is All You Need CVPR 2020
End-to-End Keyword Search Based on Attention and Energy Scorer for Low Resource Languages INTERSPEECH 2020
Multi-Unit Transformers for Neural Machine Translation EMNLP 2020
Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation EMNLP 2020
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training EMNLP 2020
Losing Heads in the Lottery: Pruning Transformer Attention in Neural Machine Translation EMNLP 2020
On the weak link between importance and prunability of attention heads EMNLP 2020
Towards Interpreting BERT for Reading Comprehension Based QA EMNLP 2020
Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition EMNLP 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention EMNLP 2020
Attention is Not Only a Weight: Analyzing Transformers with Vector Norms EMNLP 2020
Is Graph Structure Necessary for Multi-hop Question Answering? EMNLP 2020
Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications EMNLP 2020
Fixed Encoder Self-Attention Patterns in Transformer-Based Machine Translation EMNLP 2020
Revisiting Pre-Trained Models for Chinese Natural Language Processing EMNLP 2020
From Disjoint Sets to Parallel Data to Train Seq2Seq Models for Sentiment Transfer EMNLP 2020
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT EMNLP 2020
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data EMNLP 2020
Modeling Intra and Inter-modality Incongruity for Multi-Modal Sarcasm Detection EMNLP 2020