conftrace_

contextual representation

103 papers

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Co-occurring keywords

representation learning (6206) word embedding (1764) language model (4599) named entity recognition (2813) pre-trained language model (1515) semantic analysis (785) pretrained language model (1030) contextual embedding (288) transformer model (1996) attention mechanism (4001)

Papers

Improving Synonym Recommendation Using Sentence Context EMNLP 2021
The Limitations of Limited Context for Constituency Parsing ACL 2021
Implicit Representations of Meaning in Neural Language Models ACL 2021
Distilling Word Meaning in Context from Pre-trained Language Models EMNLP 2021
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT EACL 2021
On the evolution of syntactic information encoded by BERT’s contextualized representations EACL 2021
Changing the Basis of Contextual Representations with Explicit Semantics ACL 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models EMNLP 2021
OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction ACL 2021
YNU-HPCC at SemEval-2021 Task 5: Using a Transformer-based Model with Auxiliary Information for Toxic Span Detection ACL 2021
Changing the Basis of Contextual Representations with Explicit Semantics IJCNLP 2021
BERT Knows Punta Cana is not just beautiful, it’s gorgeous: Ranking Scalar Adjectives with Contextualised Representations EMNLP 2020
Improving Compositional Generalization in Semantic Parsing EMNLP 2020
Pareto Probing: Trading Off Accuracy for Complexity EMNLP 2020
Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation COLING 2020
TextLearner at SemEval-2020 Task 10: A Contextualized Ranking System in Solving Emphasis Selection in Text COLING 2020
Context-aware Stand-alone Neural Spelling Correction EMNLP 2020
Learning to Tag OOV Tokens by Integrating Contextual Representation and Background Knowledge ACL 2020
Learning from Context or Names? An Empirical Study on Neural Relation Extraction EMNLP 2020
Exploring BERT’s Sensitivity to Lexical Cues using Tests from Semantic Priming EMNLP 2020
TextLearner at SemEval-2020 Task 10: A Contextualized Ranking System in Solving Emphasis Selection in Text SEMEVAL 2020
Discriminative Sentence Modeling for Story Ending Prediction AAAI 2020
Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision EMNLP 2020
IlliniMet: Illinois System for Metaphor Detection with Contextual and Linguistic Information ACL 2020
A Simple and Effective Dependency Parser for Telugu ACL 2020