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Transformers

9294 directly classified papers

Papers per year

Papers

Evaluating Pretrained Transformer-based Models on the Task of Fine-Grained Named Entity Recognition COLING 2020
Optimizing Transformer for Low-Resource Neural Machine Translation COLING 2020
Formality Style Transfer with Shared Latent Space COLING 2020
Meet Changes with Constancy: Learning Invariance in Multi-Source Translation COLING 2020
Improving Medical NLI Using Context-Aware Domain Knowledge COLING 2020
Sentence Contextual Encoder with BERT and BiLSTM for Automatic Classification with Imbalanced Medication Tweets COLING 2020
Approaching SMM4H 2020 with Ensembles of BERT Flavours COLING 2020
Medication Mention Detection in Tweets Using ELECTRA Transformers and Decision Trees COLING 2020
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context AAAI 2020
GMAN: A Graph Multi-Attention Network for Traffic Prediction AAAI 2020
Sequential Recommendation with Relation-Aware Kernelized Self-Attention AAAI 2020
Interpretable Rumor Detection in Microblogs by Attending to User Interactions AAAI 2020
Learning Long- and Short-Term User Literal-Preference with Multimodal Hierarchical Transformer Network for Personalized Image Caption AAAI 2020
TextScanner: Reading Characters in Order for Robust Scene Text Recognition AAAI 2020
Transformer Models for Drug Adverse Effects Detection from Tweets COLING 2020
KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug Reactions COLING 2020
Ssn_nlp at SemEval 2020 Task 12: Offense Target Identification in Social Media Using Traditional and Deep Machine Learning Approaches COLING 2020
Sonal.kumari at SemEval-2020 Task 12: Social Media Multilingual Offensive Text Identification and Categorization Using Neural Network Models COLING 2020
KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social Media COLING 2020
KEIS@JUST at SemEval-2020 Task 12: Identifying Multilingual Offensive Tweets Using Weighted Ensemble and Fine-Tuned BERT COLING 2020
KDELAB at SemEval-2020 Task 12: A System for Estimating Aggression of Tweets Using Two Layers of BERT Features COLING 2020
KAFK at SemEval-2020 Task 12: Checkpoint Ensemble of Transformers for Hate Speech Classification COLING 2020
DoTheMath at SemEval-2020 Task 12 : Deep Neural Networks with Self Attention for Arabic Offensive Language Detection COLING 2020
ALT at SemEval-2020 Task 12: Arabic and English Offensive Language Identification in Social Media COLING 2020
Solomon at SemEval-2020 Task 11: Ensemble Architecture for Fine-Tuned Propaganda Detection in News Articles COLING 2020