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Transformers

9294 directly classified papers

Papers per year

Papers

KARNA at COIN Shared Task 1: Bidirectional Encoder Representations from Transformers with relational knowledge for machine comprehension with common sense EMNLP 2019
SYSTRAN @ WNGT 2019: DGT Task EMNLP 2019
Block Neural Autoregressive Flow UAI 2019
End-to-End Articulatory Attribute Modeling for Low-Resource Multilingual Speech Recognition INTERSPEECH 2019
BNU-HKBU UIC NLP Team 2 at SemEval-2019 Task 6: Detecting Offensive Language Using BERT model SEMEVAL 2019
Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning Approaches SEMEVAL 2019
The Sally Smedley Hyperpartisan News Detector at SemEval-2019 Task 4 SEMEVAL 2019
BUT-FIT at SemEval-2019 Task 7: Determining the Rumour Stance with Pre-Trained Deep Bidirectional Transformers SEMEVAL 2019
OleNet at SemEval-2019 Task 9: BERT based Multi-Perspective Models for Suggestion Mining SEMEVAL 2019
Highly Effective Arabic Diacritization using Sequence to Sequence Modeling NAACL 2019
Incremental Transformer with Deliberation Decoder for Document Grounded Conversations ACL 2019
Beyond RNNs: Positional Self-Attention with Co-Attention for Video Question Answering AAAI 2019
A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension ACL 2019
Adaptive Attention Span in Transformers ACL 2019
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks ACL 2019
Sparse Sequence-to-Sequence Models ACL 2019
UU_TAILS at MEDIQA 2019: Learning Textual Entailment in the Medical Domain ACL 2019
UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference ACL 2019
LasigeBioTM at MEDIQA 2019: Biomedical Question Answering using Bidirectional Transformers and Named Entity Recognition ACL 2019
NCUEE at MEDIQA 2019: Medical Text Inference Using Ensemble BERT-BiLSTM-Attention Model ACL 2019
Neural Semantic Parsing ACL 2018
Hierarchical Convolutional Attention Networks for Text Classification ACL 2018
End-to-End Argument Mining for Discussion Threads Based on Parallel Constrained Pointer Architecture EMNLP 2018
Ensemble of Translators with Automatic Selection of the Best Translation – the submission of FOKUS to the WMT 18 biomedical translation task – EMNLP 2018
Language Identification in Code-Mixed Data using Multichannel Neural Networks and Context Capture EMNLP 2018