Text Representation

Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph EMNLP 2021 Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders ACL 2021 Learning Term Embeddings for Lexical Taxonomies AAAI 2021 Learning to Answer Psychological Questionnaire for Personality Detection EMNLP 2021 LexFit: Lexical Fine-Tuning of Pretrained Language Models ACL 2021 Lexical Density Analysis of Word Productions in Japanese English Using Acoustic Word Embeddings Interspeech 2021 LexiClean: An annotation tool for rapid multi-task lexical normalisation EMNLP 2021 Lexicon-Based Graph Convolutional Network for Chinese Word Segmentation EMNLP 2021 LightTag: Text Annotation Platform EMNLP 2021 Locality Preserving Sentence Encoding EMNLP 2021 Low Anisotropy Sense Retrofitting (LASeR) : Towards Isotropic and Sense Enriched Representations NAACL 2021 Measure and Evaluation of Semantic Divergence across Two Languages ACL 2021 Measuring Biases of Word Embeddings: What Similarity Measures and Descriptive Statistics to Use? NAACL 2021 Measuring Social Biases in Grounded Vision and Language Embeddings NAACL 2021 Method of Moments for Topic Models with Mixed Discrete and Continuous Features IJCAI 2021 Metrical Tagging in the Wild: Building and Annotating Poetry Corpora with Rhythmic Features EACL 2021 Modeling Text using the Continuous Space Topic Model with Pre-Trained Word Embeddings ACL 2021 Modelling General Properties of Nouns by Selectively Averaging Contextualised Embeddings IJCAI 2021 Morphology-Aware Meta-Embeddings for Tamil NAACL 2021 Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models EMNLP 2021 Multi-source Neural Topic Modeling in Multi-view Embedding Spaces NAACL 2021 MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations EMNLP 2021 MVP-BERT: Multi-Vocab Pre-training for Chinese BERT ACL 2021 Named Entity Recognition in the Romanian Legal Domain EMNLP 2021 Natural Language Processing Meets Quantum Physics: A Survey and Categorization EMNLP 2021