Resources & Methods

General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference EMNLP 2020 Generative Data Augmentation for Commonsense Reasoning EMNLP 2020 German’s Next Language Model COLING 2020 Getting the ##life out of living: How Adequate Are Word-Pieces for Modelling Complex Morphology? ACL 2020 GGPONC: A Corpus of German Medical Text with Rich Metadata Based on Clinical Practice Guidelines EMNLP 2020 GLUECoS: An Evaluation Benchmark for Code-Switched NLP ACL 2020 Glyph2Vec: Learning Chinese Out-of-Vocabulary Word Embedding from Glyphs ACL 2020 Going Beyond T-SNE: Exposing whatlies in Text Embeddings EMNLP 2020 GPT-too: A Language-Model-First Approach for AMR-to-Text Generation ACL 2020 Graph-based Syntactic Word Embeddings COLING 2020 GruPaTo at SemEval-2020 Task 12: Retraining mBERT on Social Media and Fine-tuned Offensive Language Models SemEval 2020 High Performance Natural Language Processing EMNLP 2020 HinglishNLP at SemEval-2020 Task 9: Fine-tuned Language Models for Hinglish Sentiment Detection SemEval 2020 Hiring Now: A Skill-Aware Multi-Attention Model for Job Posting Generation ACL 2020 Hitachi at MRP 2020: Text-to-Graph-Notation Transducer CoNLL 2020 Hitachi at SemEval-2020 Task 10: Emphasis Distribution Fusion on Fine-Tuned Language Models SemEval 2020 Hitachi at SemEval-2020 Task 3: Exploring the Representation Spaces of Transformers for Human Sense Word Similarity SemEval 2020 HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser CoNLL 2020 HOLMS: Alternative Summary Evaluation with Large Language Models COLING 2020 Homonym normalisation by word sense clustering: a case in Japanese COLING 2020 HopeEDI: A Multilingual Hope Speech Detection Dataset for Equality, Diversity, and Inclusion COLING 2020 How does BERT capture semantics? A closer look at polysemous words EMNLP 2020 How does BERT’s attention change when you fine-tune? An analysis methodology and a case study in negation scope ACL 2020 How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation CoNLL 2020 HUJI-KU at MRP 2020: Two Transition-based Neural Parsers CoNLL 2020