Text Representation

A Unified Framework for Intrinsic Evaluation of Word-Embedding Algorithms IJCAI 2022 BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers AAAI 2022 BERTSeg: BERT Based Unsupervised Subword Segmentation for Neural Machine Translation AACL 2022 BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022 Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling EMNLP 2022 Challenging America: Modeling language in longer time scales NAACL 2022 Character Jacobian: Modeling Chinese Character Meanings with Deep Learning Model COLING 2022 Charformer: Fast Character Transformers via Gradient-based Subword Tokenization ICLR 2022 CILex: An Investigation of Context Information for Lexical Substitution Methods COLING 2022 CitRet: A Hybrid Model for Cited Text Span Retrieval COLING 2022 CLPT: A Universal Annotation Scheme and Toolkit for Clinical Language Processing NAACL 2022 CMCC: A Comprehensive and Large-Scale Human-Human Dataset for Dialogue Systems EMNLP 2022 CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding EMNLP 2022 COIN – an Inexpensive and Strong Baseline for Predicting Out of Vocabulary Word Embeddings COLING 2022 Combining Static and Contextualised Multilingual Embeddings ACL 2022 Combining WordNet and Word Embeddings in Data Augmentation for Legal Texts EMNLP 2022 Community Topic: Topic Model Inference by Consecutive Word Community Discovery COLING 2022 Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals NAACL 2022 Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation ACL 2022 Content Type Profiling of Data-to-Text Generation Datasets COLING 2022 Contextual Representation Learning beyond Masked Language Modeling ACL 2022 Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations ACL 2022 CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation ACL 2022 Dealing with Abbreviations in the Slovenian Biographical Lexicon EMNLP 2022 Debiased Contrastive Learning of Unsupervised Sentence Representations ACL 2022