Text Representation

Neural Word Decomposition Models for Abusive Language Detection ACL 2019 NNE: A Dataset for Nested Named Entity Recognition in English Newswire ACL 2019 Noisy Parallel Corpus Filtering through Projected Word Embeddings ACL 2019 No Training Required: Exploring Random Encoders for Sentence Classification ICLR 2019 One-to-X Analogical Reasoning on Word Embeddings: a Case for Diachronic Armed Conflict Prediction from News Texts ACL 2019 Online Infix Probability Computation for Probabilistic Finite Automata ACL 2019 On the Compositionality Prediction of Noun Phrases using Poincaré Embeddings ACL 2019 On the Downstream Performance of Compressed Word Embeddings NeurIPS 2019 On the Feasibility of Automated Detection of Allusive Text Reuse NAACL 2019 On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages CoNLL 2019 Parameter-free Sentence Embedding via Orthogonal Basis EMNLP 2019 Pay Attention when you Pay the Bills. A Multilingual Corpus with Dependency-based and Semantic Annotation of Collocations. ACL 2019 Poincare Glove: Hyperbolic Word Embeddings ICLR 2019 Predicting the Difficulty of Multiple Choice Questions in a High-stakes Medical Exam ACL 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 Relating Word Embedding Gender Biases to Gender Gaps: A Cross-Cultural Analysis ACL 2019 Relation Extraction using Explicit Context Conditioning NAACL 2019 Representing Movie Characters in Dialogues CoNLL 2019 Reverse Transfer Learning: Can Word Embeddings Trained for Different NLP Tasks Improve Neural Language Models? Interspeech 2019 Rotate King to get Queen: Word Relationships as Orthogonal Transformations in Embedding Space EMNLP 2019 Saagie at Semeval-2019 Task 5: From Universal Text Embeddings and Classical Features to Domain-specific Text Classification SemEval 2019 ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing ACL 2019 Self-Attention with Structural Position Representations EMNLP 2019 Semantic Change in the Language of UK Parliamentary Debates ACL 2019