Large Language Models

Attention Is (not) All You Need for Commonsense Reasoning ACL 2019 AUTOHOME-ORCA at SemEval-2019 Task 8: Application of BERT for Fact-Checking in Community Forums SemEval 2019 BERT is Not an Interlingua and the Bias of Tokenization EMNLP 2019 BERT Masked Language Modeling for Co-reference Resolution ACL 2019 BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis NAACL 2019 BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding NAACL 2019 BERT Rediscovers the Classical NLP Pipeline ACL 2019 Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture EMNLP 2019 BLCU-NLP at COIN-Shared Task1: Stagewise Fine-tuning BERT for Commonsense Inference in Everyday Narrations EMNLP 2019 Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling ACL 2019 ColumbiaNLP at SemEval-2019 Task 8: The Answer is Language Model Fine-tuning SemEval 2019 Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources CoNLL 2019 Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering EMNLP 2019 Cracking the Contextual Commonsense Code: Understanding Commonsense Reasoning Aptitude of Deep Contextual Representations EMNLP 2019 Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing EMNLP 2019 Cross-lingual Language Model Pretraining NeurIPS 2019 Crowd-sourcing annotation of complex NLU tasks: A case study of argumentative content annotation EMNLP 2019 Do Massively Pretrained Language Models Make Better Storytellers? CoNLL 2019 DOMLIN at SemEval-2019 Task 8: Automated Fact Checking exploiting Ratings in Community Question Answering Forums SemEval 2019 DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain ACL 2019 Efficient Training of BERT by Progressively Stacking ICML 2019 EGG: a toolkit for research on Emergence of lanGuage in Games EMNLP 2019 Enhancing BERT for Lexical Normalization EMNLP 2019 Equity Beyond Bias in Language Technologies for Education ACL 2019 Event Causality Recognition Exploiting Multiple Annotators’ Judgments and Background Knowledge EMNLP 2019