contextual embedding

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 UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus NAACL 2021 Unsupervised Contextualized Document Representation EMNLP 2021 Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings EACL 2021 Using Pause Information for More Accurate Entity Recognition EMNLP 2021 UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models SemEval 2021 Word Sense Disambiguation: Towards Interactive Context Exploitation from Both Word and Sense Perspectives ACL 2021 Zero-Shot Cross-Lingual Dependency Parsing through Contextual Embedding Transformation EACL 2021 Affective and Contextual Embedding for Sarcasm Detection COLING 2020 AlexU-AUX-BERT at SemEval-2020 Task 3: Improving BERT Contextual Similarity Using Multiple Auxiliary Contexts SemEval 2020 Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution COLING 2020 A Mutual Information Maximization Perspective of Language Representation Learning ICLR 2020 A Simple and Effective Dependency Parser for Telugu ACL 2020 Asking without Telling: Exploring Latent Ontologies in Contextual Representations EMNLP 2020 A Synset Relation-enhanced Framework with a Try-again Mechanism for Word Sense Disambiguation EMNLP 2020 Automatic Text-Based Personality Recognition on Monologues and Multiparty Dialogues Using Attentive Networks and Contextual Embeddings (Student Abstract) AAAI 2020 BERTScore: Evaluating Text Generation with BERT ICLR 2020 Can Embeddings Adequately Represent Medical Terminology? New Large-Scale Medical Term Similarity Datasets Have the Answer! AAAI 2020 COBE: Contextualized Object Embeddings from Narrated Instructional Video NeurIPS 2020 Comparative Analysis of Text Classification Approaches in Electronic Health Records ACL 2020 Contextual and Non-Contextual Word Embeddings: an in-depth Linguistic Investigation ACL 2020 Contextual Embeddings for Arabic-English Code-Switched Data COLING 2020 Contextual Embeddings: When Are They Worth It? ACL 2020 Disambiguation of Potentially Idiomatic Expressions with Contextual Embeddings COLING 2020 Discovery Team at SemEval-2020 Task 1: Context-sensitive Embeddings Not Always Better than Static for Semantic Change Detection SemEval 2020