contextual embedding

Distilling Word Meaning in Context from Pre-trained Language Models EMNLP 2021 Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings EACL 2021 Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes EMNLP 2021 Exploring Word Usage Change with Continuously Evolving Embeddings ACL 2021 GX at SemEval-2021 Task 2: BERT with Lemma Information for MCL-WiC Task SemEval 2021 Have We Solved The Hard Problem? It’s Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence AAAI 2021 IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages EMNLP 2021 Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification NAACL 2021 Learning Faithful Representations of Causal Graphs ACL 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 Negation typology and general representation models for cross-lingual zero-shot negation scope resolution in Russian, French, and Spanish. NAACL 2021 Obtaining Better Static Word Embeddings Using Contextual Embedding Models ACL 2021 On Geodesic Distances and Contextual Embedding Compression for Text Classification NAACL 2021 On the Use of Context for Predicting Citation Worthiness of Sentences in Scholarly Articles NAACL 2021 OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres ACL 2021 OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification ACL 2021 Patterns of Polysemy and Homonymy in Contextualised Language Models EMNLP 2021 Period Classification in Chinese Historical Texts EMNLP 2021 Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence ACL 2021 Pseudo-Label Guided Unsupervised Domain Adaptation of Contextual Embeddings EACL 2021 Scalable and Interpretable Semantic Change Detection NAACL 2021 SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC) SemEval 2021 SICK-NL: A Dataset for Dutch Natural Language Inference EACL 2021 TopGuNN: Fast NLP Training Data Augmentation using Large Corpora NAACL 2021