Text Representation

ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer ACL 2021 Contrastive Document Representation Learning with Graph Attention Networks EMNLP 2021 Coreference Chains Categorization by Sequence Clustering EMNLP 2021 Correcting Automated and Manual Speech Transcription Errors Using Warped Language Models Interspeech 2021 Cross-lingual Sentence Embedding using Multi-Task Learning EMNLP 2021 CRYPTOGRU: Low Latency Privacy-Preserving Text Analysis With GRU EMNLP 2021 CUNI systems for WMT21: Multilingual Low-Resource Translation for Indo-European Languages Shared Task EMNLP 2021 Datasets: A Community Library for Natural Language Processing EMNLP 2021 Debiasing Pre-trained Contextualised Embeddings EACL 2021 DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces EACL 2021 DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ACL 2021 Definition Modelling for Appropriate Specificity EMNLP 2021 DefSent: Sentence Embeddings using Definition Sentences ACL 2021 DELA Corpus - A Document-Level Corpus Annotated with Context-Related Issues EMNLP 2021 Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection ACL 2021 DiaLex: A Benchmark for Evaluating Multidialectal Arabic Word Embeddings EACL 2021 DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings EMNLP 2021 Dictionary-based Debiasing of Pre-trained Word Embeddings EACL 2021 Discrete Cosine Transform as Universal Sentence Encoder ACL 2021 Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders EMNLP 2021 Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models NAACL 2021 Distilling Relation Embeddings from Pretrained Language Models EMNLP 2021 DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections EACL 2021 Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus EMNLP 2021 Does Vision-and-Language Pretraining Improve Lexical Grounding? EMNLP 2021