Text Representation

Incremental Sense Weight Training for In-Depth Interpretation of Contextualized Word Embeddings (Student Abstract) AAAI 2020 Interactive Construction of User-Centric Dictionary for Text Analytics ACL 2020 Interactive Refinement of Cross-Lingual Word Embeddings EMNLP 2020 Interactive Word Completion for Morphologically Complex Languages COLING 2020 Interdependencies of Gender and Race in Contextualized Word Embeddings COLING 2020 Interpretable Entity Representations through Large-Scale Typing EMNLP 2020 Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings ACL 2020 Intrinsic Probing through Dimension Selection EMNLP 2020 Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model EMNLP 2020 iobes: Library for Span Level Processing EMNLP 2020 Is Wikipedia succeeding in reducing gender bias? Assessing changes in gender bias in Wikipedia using word embeddings EMNLP 2020 I’ve got a construction looks funny – representing and recovering non-standard constructions in UD COLING 2020 Knowledge Base Completion for Constructing Problem-Oriented Medical Records MLHC 2020 Knowledge-Graph Augmented Word Representations for Named Entity Recognition AAAI 2020 Language Through a Prism: A Spectral Approach for Multiscale Language Representations NeurIPS 2020 Learning Conceptual-Contextual Embeddings for Medical Text AAAI 2020 Learning distributed sentence vectors with bi-directional 3D convolutions COLING 2020 Learning Numeral Embedding EMNLP 2020 Learning Probabilistic Sentence Representations from Paraphrases ACL 2020 Leveraging Contextual Embeddings and Idiom Principle for Detecting Idiomaticity in Potentially Idiomatic Expressions COLING 2020 Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation EMNLP 2020 Massively Multilingual Sparse Word Representations ICLR 2020 Metaphor Detection Using Contextual Word Embeddings From Transformers ACL 2020 Methods for Numeracy-Preserving Word Embeddings EMNLP 2020 Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding EMNLP 2020