Transformers

Squeeze-and-Attention Networks for Semantic Segmentation CVPR 2020 SqueezeBERT: What can computer vision teach NLP about efficient neural networks? EMNLP 2020 SRPOL’s System for the IWSLT 2020 End-to-End Speech Translation Task ACL 2020 Ssn_nlp at SemEval 2020 Task 12: Offense Target Identification in Social Media Using Traditional and Deep Machine Learning Approaches SemEval 2020 SSN-NLP at SemEval-2020 Task 4: Text Classification and Generation on Common Sense Context Using Neural Networks SemEval 2020 Stabilizing Transformers for Reinforcement Learning ICML 2020 Stance Prediction and Claim Verification: An Arabic Perspective ACL 2020 Staying True to Your Word: (How) Can Attention Become Explanation? ACL 2020 Stepwise Extractive Summarization and Planning with Structured Transformers EMNLP 2020 STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering EMNLP 2020 Streaming Chunk-Aware Multihead Attention for Online End-to-End Speech Recognition Interspeech 2020 Streaming Transformer-Based Acoustic Models Using Self-Attention with Augmented Memory Interspeech 2020 Stronger Baselines for Grammatical Error Correction Using a Pretrained Encoder-Decoder Model AACL 2020 Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction EMNLP 2020 Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage MLHC 2020 Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture ACL 2020 Summaformers @ LaySumm 20, LongSumm 20 EMNLP 2020 SunBear at WNUT-2020 Task 2: Improving BERT-Based Noisy Text Classification with Knowledge of the Data domain EMNLP 2020 SU-NLP at WNUT-2020 Task 2: The Ensemble Models EMNLP 2020 Superpixel Segmentation With Fully Convolutional Networks CVPR 2020 Supervised Adaptation of Sequence-to-Sequence Speech Recognition Systems using Batch-Weighting AACL 2020 Supporting Comedy Writers: Predicting Audience’s Response from Sketch Comedy and Crosstalk Scripts EMNLP 2020 Surface Realization Using Pretrained Language Models COLING 2020 Syntactically Look-Ahead Attention Network for Sentence Compression AAAI 2020 Syntax-driven Iterative Expansion Language Models for Controllable Text Generation EMNLP 2020