contextualized representation

“Average” Approximates “First Principal Component”? An Empirical Analysis on Representations from Neural Language Models EMNLP 2021 Bird’s Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach ACL 2021 COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List NAACL 2021 Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification EMNLP 2021 Linguistic Dependencies and Statistical Dependence EMNLP 2021 Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models EMNLP 2021 Named Entity Recognition for Entity Linking: What Works and What’s Next EMNLP 2021 Paraphrase Generation: A Survey of the State of the Art EMNLP 2021 Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models NAACL 2021 Shaking Syntactic Trees on the Sesame Street: Multilingual Probing with Controllable Perturbations EMNLP 2021 Team Ohio State at CMCL 2021 Shared Task: Fine-Tuned RoBERTa for Eye-Tracking Data Prediction NAACL 2021 The Low-Dimensional Linear Geometry of Contextualized Word Representations CoNLL 2021 Understanding Politics via Contextualized Discourse Processing EMNLP 2021 VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension ACL 2021 VeeAlign: Multifaceted Context Representation Using Dual Attention for Ontology Alignment EMNLP 2021 BERT Knows Punta Cana is not just beautiful, it’s gorgeous: Ranking Scalar Adjectives with Contextualised Representations EMNLP 2020 BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance ACL 2020 CoLAKE: Contextualized Language and Knowledge Embedding COLING 2020 Compositional Phrase Alignment and Beyond EMNLP 2020 Contextualized Weak Supervision for Text Classification ACL 2020 Controlling the Imprint of Passivization and Negation in Contextualized Representations EMNLP 2020 Does Chinese BERT Encode Word Structure? COLING 2020 Embeddings in Natural Language Processing COLING 2020 Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance EMNLP 2020 Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings ACL 2020