Resources & Methods

Parameter-Efficient Transfer Learning for NLP ICML 2019 Parameter-free Sentence Embedding via Orthogonal Basis EMNLP 2019 Paraphrases as Foreign Languages in Multilingual Neural Machine Translation ACL 2019 Paraphrasing with Large Language Models EMNLP 2019 Parsing Meaning Representations: Is Easier Always Better? ACL 2019 Pay Attention when you Pay the Bills. A Multilingual Corpus with Dependency-based and Semantic Annotation of Collocations. ACL 2019 PharmaCoNER: Pharmacological Substances, Compounds and proteins Named Entity Recognition track EMNLP 2019 Phylogenic Multi-Lingual Dependency Parsing NAACL 2019 Pingan Smart Health and SJTU at COIN - Shared Task: utilizing Pre-trained Language Models and Common-sense Knowledge in Machine Reading Tasks EMNLP 2019 Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages EMNLP 2019 Poincare Glove: Hyperbolic Word Embeddings ICLR 2019 PoMo: Generating Entity-Specific Post-Modifiers in Context NAACL 2019 Predicting the Difficulty of Multiple Choice Questions in a High-stakes Medical Exam ACL 2019 Pre-trained language model representations for language generation NAACL 2019 Pre-Trained Text Embeddings for Enhanced Text-to-Speech Synthesis Interspeech 2019 Pre-Trained Text Representations for Improving Front-End Text Processing in Mandarin Text-to-Speech Synthesis Interspeech 2019 Pretraining-Based Natural Language Generation for Text Summarization CoNLL 2019 Pre-Training BERT on Domain Resources for Short Answer Grading EMNLP 2019 Probing Biomedical Embeddings from Language Models NAACL 2019 Probing Multilingual Sentence Representations With X-Probe ACL 2019 Probing Word and Sentence Embeddings for Long-distance Dependencies Effects in French and English ACL 2019 Publicly Available Clinical BERT Embeddings NAACL 2019 PubMedQA: A Dataset for Biomedical Research Question Answering EMNLP 2019 Pushing the Limits of Low-Resource Morphological Inflection EMNLP 2019 Putting Words in Context: LSTM Language Models and Lexical Ambiguity ACL 2019