contextualized embedding

Dynamic Contextualized Word Embeddings ACL 2021 Enhancing Cognitive Models of Emotions with Representation Learning NAACL 2021 Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy ACL 2021 Exploring Word Usage Change with Continuously Evolving Embeddings ACL 2021 IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages EMNLP 2021 Lexical Semantic Change Discovery ACL 2021 Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP EACL 2021 Measure and Evaluation of Semantic Divergence across Two Languages ACL 2021 Modelling General Properties of Nouns by Selectively Averaging Contextualised Embeddings IJCAI 2021 Multi-task Learning Using a Combination of Contextualised and Static Word Embeddings for Arabic Sarcasm Detection and Sentiment Analysis EACL 2021 Non-Complementarity of Information in Word-Embedding and Brain Representations in Distinguishing between Concrete and Abstract Words NAACL 2021 On the Cross-lingual Transferability of Contextualized Sense Embeddings EMNLP 2021 Period Classification in Chinese Historical Texts EMNLP 2021 PolyLM: Learning about Polysemy through Language Modeling EACL 2021 Putting Words in BERT’s Mouth: Navigating Contextualized Vector Spaces with Pseudowords EMNLP 2021 RAW-C: Relatedness of Ambiguous Words in Context (A New Lexical Resource for English) ACL 2021 Reference-Free Word- and Sentence-Level Translation Evaluation with Token-Matching Metrics EMNLP 2021 Representing ELMo embeddings as two-dimensional text online EACL 2021 Semantic Frame Induction using Masked Word Embeddings and Two-Step Clustering ACL 2021 Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors NAACL 2021 TUDA-CCL at SemEval-2021 Task 1: Using Gradient-boosted Regression Tree Ensembles Trained on a Heterogeneous Feature Set for Predicting Lexical Complexity SemEval 2021 Unsupervised Contextualized Document Representation EMNLP 2021 A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings AAAI 2020 Assessing Polyseme Sense Similarity through Co-predication Acceptability and Contextualised Embedding Distance COLING 2020 Automated Scoring of Clinical Expressive Language Evaluation Tasks ACL 2020