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Transformers

9294 directly classified papers

Papers per year

Papers

Exploring Span Representations in Neural Coreference Resolution EMNLP 2020
What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding EMNLP 2020
CancerEmo: A Dataset for Fine-Grained Emotion Detection EMNLP 2020
Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior EMNLP 2020
Pseudo-Bidirectional Decoding for Local Sequence Transduction EMNLP 2020
Data-to-Text Generation with Style Imitation EMNLP 2020
Blockwise Self-Attention for Long Document Understanding EMNLP 2020
Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation EMNLP 2020
How You Ask Matters: The Effect of Paraphrastic Questions to BERT Performance on a Clinical SQuAD Dataset EMNLP 2020
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation EMNLP 2020
NUIG: Multitasking Self-attention based approach to SigTyp 2020 Shared Task EMNLP 2020
Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage MLHC 2020
Query-Focused EHR Summarization to Aid Imaging Diagnosis MLHC 2020
Solomon at SemEval-2020 Task 11: Ensemble Architecture for Fine-Tuned Propaganda Detection in News Articles SEMEVAL 2020
Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages COLING 2020
Feature Augmented Memory with Global Attention Network for VideoQA IJCAI 2020
Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction EMNLP 2020
Large Product Key Memory for Pretrained Language Models EMNLP 2020
Long Document Ranking with Query-Directed Sparse Transformer EMNLP 2020
Evaluating and interpreting caption prediction for histopathology images MLHC 2020
AlexU-BackTranslation-TL at SemEval-2020 Task 12: Improving Offensive Language Detection Using Data Augmentation and Transfer Learning SEMEVAL 2020
ALT at SemEval-2020 Task 12: Arabic and English Offensive Language Identification in Social Media SEMEVAL 2020
KAFK at SemEval-2020 Task 12: Checkpoint Ensemble of Transformers for Hate Speech Classification SEMEVAL 2020
KDELAB at SemEval-2020 Task 12: A System for Estimating Aggression of Tweets Using Two Layers of BERT Features SEMEVAL 2020
KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social Media SEMEVAL 2020