Text Representation

Learning and Evaluating Character Representations in Novels ACL 2022 Learning Rich Representation of Keyphrases from Text NAACL 2022 Leveraging Three Types of Embeddings from Masked Language Models in Idiom Token Classification NAACL 2022 LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution ACL 2022 LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding ACL 2022 LingJing at SemEval-2022 Task 1: Multi-task Self-supervised Pre-training for Multilingual Reverse Dictionary SemEval 2022 Linguistic Corpus Annotation for Automatic Text Simplification Evaluation EMNLP 2022 LSX_team5 at SemEval-2022 Task 8: Multilingual News Article Similarity Assessment based on Word- and Sentence Mover’s Distance SemEval 2022 Maknuune: A Large Open Palestinian Arabic Lexicon EMNLP 2022 MANTa: Efficient Gradient-Based Tokenization for End-to-End Robust Language Modeling EMNLP 2022 MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding ACL 2022 MaxMatch-Dropout: Subword Regularization for WordPiece COLING 2022 MCSE: Multimodal Contrastive Learning of Sentence Embeddings NAACL 2022 Meaning Representations for Natural Languages: Design, Models and Applications EMNLP 2022 Measuring Context-Word Biases in Lexical Semantic Datasets EMNLP 2022 Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models EMNLP 2022 Mitigating Gender Stereotypes in Hindi and Marathi NAACL 2022 MM-GATBT: Enriching Multimodal Representation Using Graph Attention Network NAACL 2022 Modelling Commonsense Properties Using Pre-Trained Bi-Encoders COLING 2022 MorphTE: Injecting Morphology in Tensorized Embeddings NeurIPS 2022 Multilingual Sentence Transformer as A Multilingual Word Aligner EMNLP 2022 Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity NAACL 2022 Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings EMNLP 2022 Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings NeurIPS 2022 NTULM: Enriching Social Media Text Representations with Non-Textual Units COLING 2022