Text Representation

Natural SQL: Making SQL Easier to Infer from Natural Language Specifications EMNLP 2021 Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings EMNLP 2021 Non-Complementarity of Information in Word-Embedding and Brain Representations in Distinguishing between Concrete and Abstract Words NAACL 2021 NPVec1: Word Embeddings for Nepali - Construction and Evaluation ACL 2021 Obtaining Better Static Word Embeddings Using Contextual Embedding Models ACL 2021 On Geodesic Distances and Contextual Embedding Compression for Text Classification NAACL 2021 On Position Embeddings in BERT ICLR 2021 On-the-fly Rectification for Robust Large-Vocabulary Topic Inference ICML 2021 Overcoming Poor Word Embeddings with Word Definitions ACL 2021 Pairwise Supervised Contrastive Learning of Sentence Representations EMNLP 2021 Paraphrases do not explain word analogies EACL 2021 ParaSCI: A Large Scientific Paraphrase Dataset for Longer Paraphrase Generation EACL 2021 ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus ACL 2021 PAUSE: Positive and Annealed Unlabeled Sentence Embedding EMNLP 2021 Positional Artefacts Propagate Through Masked Language Model Embeddings ACL 2021 Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence ACL 2021 Pre-training Universal Language Representation ACL 2021 Private Release of Text Embedding Vectors NAACL 2021 Probing BERT in Hyperbolic Spaces ICLR 2021 Probing Pre-trained Language Models for Semantic Attributes and their Values EMNLP 2021 Profiling of Intertextuality in Latin Literature Using Word Embeddings NAACL 2021 QuranTree.jl: A Julia Package for Quranic Arabic Corpus EACL 2021 Reconstruction Attack on Instance Encoding for Language Understanding EMNLP 2021 Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness NAACL 2021 Relational World Knowledge Representation in Contextual Language Models: A Review EMNLP 2021