Large Language Models

VD-BERT: A Unified Vision and Dialog Transformer with BERT EMNLP 2020 Video-Grounded Dialogues with Pretrained Generation Language Models ACL 2020 Want to Identify, Extract and Normalize Adverse Drug Reactions in Tweets? Use RoBERTa COLING 2020 WESSA at SemEval-2020 Task 9: Code-Mixed Sentiment Analysis Using Transformers SemEval 2020 What do Models Learn from Question Answering Datasets? EMNLP 2020 What’s so special about BERT’s layers? A closer look at the NLP pipeline in monolingual and multilingual models EMNLP 2020 When BERT Plays the Lottery, All Tickets Are Winning EMNLP 2020 When is a bishop not like a rook? When it’s like a rabbi! Multi-prototype BERT embeddings for estimating semantic relationships CoNLL 2020 X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models EMNLP 2020 XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation EMNLP 2020 XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation ICML 2020 YNU-oxz at SemEval-2020 Task 4: Commonsense Validation Using BERT with Bidirectional GRU SemEval 2020 YNUtaoxin at SemEval-2020 Task 11: Identification Fragments of Propaganda Technique by Neural Sequence Labeling Models with Different Tagging Schemes and Pre-trained Language Model SemEval 2020 “You are grounded!”: Latent Name Artifacts in Pre-trained Language Models EMNLP 2020 Zero-shot Entity Linking with Efficient Long Range Sequence Modeling EMNLP 2020 A BERT-based Universal Model for Both Within- and Cross-sentence Clinical Temporal Relation Extraction NAACL 2019 Abstract Text Summarization: A Low Resource Challenge EMNLP 2019 Adapting BERT for Target-Oriented Multimodal Sentiment Classification IJCAI 2019 Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching EMNLP 2019 A Hybrid Neural Network Model for Commonsense Reasoning EMNLP 2019 AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models EMNLP 2019 An Empirical Study on Pre-trained Embeddings and Language Models for Bot Detection ACL 2019 Applications of Natural Language Processing in Clinical Research and Practice NAACL 2019 A Recurrent BERT-based Model for Question Generation EMNLP 2019 A Robust Self-Learning Framework for Cross-Lingual Text Classification EMNLP 2019