Text Representation

Impacts of Low Socio-economic Status on Educational Outcomes: A Narrative Based Analysis EMNLP 2022 Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning EMNLP 2022 Improving Bilingual Lexicon Induction with Cross-Encoder Reranking EMNLP 2022 Improving Contextual Representation with Gloss Regularized Pre-training NAACL 2022 Improving Embeddings Representations for Comparing Higher Education Curricula: A Use Case in Computing EMNLP 2022 Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ACL 2022 InforMask: Unsupervised Informative Masking for Language Model Pretraining EMNLP 2022 Integration of Heterogeneous Knowledge Sources for Biomedical Text Processing EMNLP 2022 Integration of Named Entity Recognition and Sentence Segmentation on Ancient Chinese based on Siku-BERT AACL 2022 Interactive Visualizations of Word Embeddings for K-12 Students AAAI 2022 Interpretable Privacy Preservation of Text Representations Using Vector Steganography AAAI 2022 Interpreting Emoji with Emoji NAACL 2022 Invernet: An Inversion Attack Framework to Infer Fine-Tuning Datasets through Word Embeddings EMNLP 2022 IRB-NLP at SemEval-2022 Task 1: Exploring the Relationship Between Words and Their Semantic Representations SemEval 2022 Is anisotropy really the cause of BERT embeddings not being semantic? EMNLP 2022 IsoScore: Measuring the Uniformity of Embedding Space Utilization ACL 2022 IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces EMNLP 2022 Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users ACL 2022 JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract) AAAI 2022 Just Rank: Rethinking Evaluation with Word and Sentence Similarities ACL 2022 KeywordScape: Visual Document Exploration using Contextualized Keyword Embeddings EMNLP 2022 Knowledge-Augmented Methods for Natural Language Processing ACL 2022 Label Definitions Improve Semantic Role Labeling NAACL 2022 Lacking the Embedding of a Word? Look it up into a Traditional Dictionary ACL 2022 Layer or Representation Space: What Makes BERT-based Evaluation Metrics Robust? COLING 2022