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Text Representation

2246 directly classified papers

Papers per year

Papers

COIN – an Inexpensive and Strong Baseline for Predicting Out of Vocabulary Word Embeddings COLING 2022
When classifying grammatical role, BERT doesn’t care about word order... except when it matters ACL 2022
One Word, Two Sides: Traces of Stance in Contextualized Word Representations COLING 2022
English-Malay Cross-Lingual Embedding Alignment using Bilingual Lexicon Augmentation ACL 2022
Effect of Post-processing on Contextualized Word Representations COLING 2022
Tales and Tropes: Gender Roles from Word Embeddings in a Century of Children’s Books COLING 2022
Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding ACL 2022
Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users ACL 2022
Seeing the advantage: visually grounding word embeddings to better capture human semantic knowledge ACL 2022
Dense Template Retrieval for Customer Support COLING 2022
Community Topic: Topic Model Inference by Consecutive Word Community Discovery COLING 2022
Exploring Semantic Spaces for Detecting Clustering and Switching in Verbal Fluency COLING 2022
Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity NAACL 2022
Augmentation of Chinese Character Representations with Compositional Graph Learning (Student Abstract) AAAI 2022
Explaining Why: How Instructions and User Interfaces Impact Annotator Rationales When Labeling Text Data NAACL 2022
CLPT: A Universal Annotation Scheme and Toolkit for Clinical Language Processing NAACL 2022
Scene Graph Parsing via Abstract Meaning Representation in Pre-trained Language Models NAACL 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings NIPS 2022
DoTAT: A Domain-oriented Text Annotation Tool ACL 2022
Socially Aware Bias Measurements for Hindi Language Representations NAACL 2022
Using Paraphrases to Study Properties of Contextual Embeddings NAACL 2022
BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers AAAI 2022
Pretraining with Artificial Language: Studying Transferable Knowledge in Language Models ACL 2022
IRB-NLP at SemEval-2022 Task 1: Exploring the Relationship Between Words and Their Semantic Representations NAACL 2022
LSX_team5 at SemEval-2022 Task 8: Multilingual News Article Similarity Assessment based on Word- and Sentence Mover’s Distance SEMEVAL 2022