Text Representation

Evaluating Discourse Cohesion in Pre-trained Language Models COLING 2022 Evaluating Word Embeddings in Extremely Under-Resourced Languages: A Case Study in Bribri COLING 2022 Evaluation of Response Generation Models: Shouldn’t It Be Shareable and Replicable? EMNLP 2022 Evaluation of Word Embeddings for the Social Sciences COLING 2022 Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model ACL 2022 Explaining Why: How Instructions and User Interfaces Impact Annotator Rationales When Labeling Text Data NAACL 2022 Exploring Nominal Coercion in Semantic Spaces with Static and Contextualized Word Embeddings AACL 2022 Exploring Semantic Spaces for Detecting Clustering and Switching in Verbal Fluency COLING 2022 Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding ACL 2022 Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations NAACL 2022 Fairness in Representation for Multilingual NLP: Insights from Controlled Experiments on Conditional Language Modeling ICLR 2022 FIRE: Semantic Field of Words Represented as Non-Linear Functions NeurIPS 2022 FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information EMNLP 2022 From BERT‘s Point of View: Revealing the Prevailing Contextual Differences ACL 2022 Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings AAAI 2022 Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022 Global Entity Disambiguation with BERT NAACL 2022 HFT: High Frequency Tokens for Low-Resource NMT COLING 2022 HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph COLING 2022 Holistic Sentence Embeddings for Better Out-of-Distribution Detection EMNLP 2022 How to encode arbitrarily complex morphology in word embeddings, no corpus needed COLING 2022 IDPG: An Instance-Dependent Prompt Generation Method NAACL 2022 IJS at TextGraphs-16 Natural Language Premise Selection Task: Will Contextual Information Improve Natural Language Premise Selection? COLING 2022 ILDAE: Instance-Level Difficulty Analysis of Evaluation Data ACL 2022 Image Retrieval from Contextual Descriptions ACL 2022