contextualized embedding

Measuring Context-Word Biases in Lexical Semantic Datasets EMNLP 2022 Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models NAACL 2022 NULL at SemEval-2022 Task 6: Intended Sarcasm Detection Using Stylistically Fused Contextualized Representation and Deep Learning SemEval 2022 One Word, Two Sides: Traces of Stance in Contextualized Word Representations COLING 2022 PAI at SemEval-2022 Task 11: Name Entity Recognition with Contextualized Entity Representations and Robust Loss Functions SemEval 2022 Sort by Structure: Language Model Ranking as Dependency Probing NAACL 2022 Spectral Probing EMNLP 2022 Third-Party Aligner for Neural Word Alignments EMNLP 2022 Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology ICML 2022 Using BERT Embeddings to Model Word Importance in Conversational Transcripts for Deaf and Hard of Hearing Users ACL 2022 Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings ACL 2022 What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured NAACL 2022 A Few Topical Tweets are Enough for Effective User Stance Detection EACL 2021 Automated Concatenation of Embeddings for Structured Prediction ACL 2021 “Average” Approximates “First Principal Component”? An Empirical Analysis on Representations from Neural Language Models EMNLP 2021 BERT Goes Shopping: Comparing Distributional Models for Product Representations ACL 2021 BERT Has Uncommon Sense: Similarity Ranking for Word Sense BERTology EMNLP 2021 BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation EMNLP 2021 Contextualized and Generalized Sentence Representations by Contrastive Self-Supervised Learning: A Case Study on Discourse Relation Analysis NAACL 2021 Contextualized Embeddings Encode Monolingual and Cross-lingual Knowledge of Idiomaticity ACL 2021 Cross-lingual Contextualized Topic Models with Zero-shot Learning EACL 2021 Deriving Contextualised Semantic Features from BERT (and Other Transformer Model) Embeddings ACL 2021 Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection ACL 2021 Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings EMNLP 2021 DirectProbe: Studying Representations without Classifiers NAACL 2021