Resources & Methods

BERT-based Lexical Substitution ACL 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 Best Practices for Learning Domain-Specific Cross-Lingual Embeddings ACL 2019 Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT EMNLP 2019 Better Word Embeddings by Disentangling Contextual n-Gram Information NAACL 2019 Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces ACL 2019 Biomedical Named Entity Recognition with Multilingual BERT EMNLP 2019 Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture EMNLP 2019 BioReddit: Word Embeddings for User-Generated Biomedical NLP EMNLP 2019 BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels EMNLP 2019 Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings NAACL 2019 BLCU-NLP at COIN-Shared Task1: Stagewise Fine-tuning BERT for Commonsense Inference in Everyday Narrations EMNLP 2019 Bridging the Defined and the Defining: Exploiting Implicit Lexical Semantic Relations in Definition Modeling EMNLP 2019 BSNLP2019 Shared Task Submission: Multisource Neural NER Transfer ACL 2019 Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling ACL 2019 CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model ICLR 2019 Characterizing the Impact of Geometric Properties of Word Embeddings on Task Performance NAACL 2019 ChiMed: A Chinese Medical Corpus for Question Answering ACL 2019 Choosing Transfer Languages for Cross-Lingual Learning ACL 2019 Clinical Case Reports for NLP ACL 2019 Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences CoNLL 2019