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Text Representation

2246 directly classified papers

Papers per year

Papers

FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information EMNLP 2022
Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations EMNLP 2022
Efficiently Tuned Parameters Are Task Embeddings EMNLP 2022
InforMask: Unsupervised Informative Masking for Language Model Pretraining EMNLP 2022
PromptBERT: Improving BERT Sentence Embeddings with Prompts EMNLP 2022
An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers ACL 2022
When classifying grammatical role, BERT doesn’t care about word order... except when it matters ACL 2022
CLPT: A Universal Annotation Scheme and Toolkit for Clinical Language Processing NAACL 2022
Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection EMNLP 2022
English-Malay Cross-Lingual Embedding Alignment using Bilingual Lexicon Augmentation ACL 2022
From BERT‘s Point of View: Revealing the Prevailing Contextual Differences ACL 2022
MANTa: Efficient Gradient-Based Tokenization for End-to-End Robust Language Modeling EMNLP 2022
Measuring Context-Word Biases in Lexical Semantic Datasets EMNLP 2022
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings EMNLP 2022
Pretraining with Artificial Language: Studying Transferable Knowledge in Language Models ACL 2022
Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users ACL 2022
Debiased Contrastive Learning of Unsupervised Sentence Representations ACL 2022
A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space ACL 2022
Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ACL 2022
Augmentation of Chinese Character Representations with Compositional Graph Learning (Student Abstract) AAAI 2022
Vacillating Human Correlation of SacreBLEU in Unprotected Languages ACL 2022
Entity-based Neural Local Coherence Modeling ACL 2022
BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers AAAI 2022
Knowledge-Augmented Methods for Natural Language Processing ACL 2022
MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding ACL 2022