Text Representation

EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition ACL 2019 Ellipsis in Chinese AMR Corpus ACL 2019 Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition ACL 2019 Enhancing BERT for Lexical Normalization EMNLP 2019 EntEval: A Holistic Evaluation Benchmark for Entity Representations EMNLP 2019 Entity-Centric Contextual Affective Analysis ACL 2019 Equipping Educational Applications with Domain Knowledge ACL 2019 Evaluating Composition Models for Verb Phrase Elliptical Sentence Embeddings NAACL 2019 Evaluating the Underlying Gender Bias in Contextualized Word Embeddings ACL 2019 Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations EMNLP 2019 Evaluation of Morphological Embeddings for English and Russian Languages NAACL 2019 Evaluation of Semantic Change of Harm-Related Concepts in Psychology ACL 2019 Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings ACL 2019 Exploring Diachronic Changes of Biomedical Knowledge using Distributed Concept Representations ACL 2019 fairseq: A Fast, Extensible Toolkit for Sequence Modeling NAACL 2019 Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns AAAI 2019 Few-Shot Representation Learning for Out-Of-Vocabulary Words ACL 2019 First Steps towards Building a Medical Lexicon for Spanish with Linguistic and Semantic Information ACL 2019 Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion ACL 2019 Gating Mechanisms for Combining Character and Word-level Word Representations: an Empirical Study NAACL 2019 Gender-preserving Debiasing for Pre-trained Word Embeddings ACL 2019 Getting in Shape: Word Embedding SubSpaces IJCAI 2019 Global Textual Relation Embedding for Relational Understanding ACL 2019 Glyce: Glyph-vectors for Chinese Character Representations NeurIPS 2019 GSI-UPM at SemEval-2019 Task 5: Semantic Similarity and Word Embeddings for Multilingual Detection of Hate Speech Against Immigrants and Women on Twitter SemEval 2019