Text Representation

The USMLE® Step 2 Clinical Skills Patient Note Corpus NAACL 2022 Topic Modeling by Clustering Language Model Embeddings: Human Validation on an Industry Dataset EMNLP 2022 Towards Automatic Short Answer Assessment for Finnish as a Paraphrase Retrieval Task NAACL 2022 Towards Improving the Expressiveness of Singing Voice Synthesis with BERT Derived Semantic Information Interspeech 2022 Towards Responsible Natural Language Annotation for the Varieties of Arabic ACL 2022 Tracking Semantic Shifts in German Court Decisions with Diachronic Word Embeddings EMNLP 2022 Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations ICLR 2022 TS-ANNO: An Annotation Tool to Build, Annotate and Evaluate Text Simplification Corpora ACL 2022 Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models EMNLP 2022 Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling EMNLP 2022 Unsupervised Chinese Word Segmentation with BERT Oriented Probing and Transformation ACL 2022 Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval IJCAI 2022 Unsupervised Geometric and Topological Approaches for Cross-Lingual Sentence Representation and Comparison ACL 2022 Unsupervised Lexical Substitution with Decontextualised Embeddings COLING 2022 Unsupervised Mitigating Gender Bias by Character Components: A Case Study of Chinese Word Embedding NAACL 2022 Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings ACL 2022 Using Paraphrases to Study Properties of Contextual Embeddings NAACL 2022 Using Structured Content Plans for Fine-grained Syntactic Control in Pretrained Language Model Generation COLING 2022 Vacillating Human Correlation of SacreBLEU in Unprotected Languages ACL 2022 VAST: The Valence-Assessing Semantics Test for Contextualizing Language Models AAAI 2022 Virtual Augmentation Supported Contrastive Learning of Sentence Representations ACL 2022 VISCOSE - a Kanji Dictionary Enriched with VISual, COmpositional, and SEmantic Information AACL 2022 VisToT: Vision-Augmented Table-to-Text Generation EMNLP 2022 Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction EMNLP 2022 What company do words keep? Revisiting the distributional semantics of J.R. Firth & Zellig Harris NAACL 2022