Text Representation

Semantic Similarity as a Window into Vector- and Graph-Based Metrics EMNLP 2022 Semeval-2022 Task 1: CODWOE – Comparing Dictionaries and Word Embeddings SemEval 2022 SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings EMNLP 2022 Sentence-level Privacy for Document Embeddings ACL 2022 SentSpace: Large-Scale Benchmarking and Evaluation of Text using Cognitively Motivated Lexical, Syntactic, and Semantic Features NAACL 2022 Signal in Noise: Exploring Meaning Encoded in Random Character Sequences with Character-Aware Language Models ACL 2022 SlovakBERT: Slovak Masked Language Model EMNLP 2022 SNLP at TextGraphs 2022 Shared Task: Unsupervised Natural Language Premise Selection in Mathematical Texts Using Sentence-MPNet COLING 2022 Socially Aware Bias Measurements for Hindi Language Representations NAACL 2022 SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation EMNLP 2022 Spectral Probing EMNLP 2022 Subword-based Cross-lingual Transfer of Embeddings from Hindi to Marathi and Nepali NAACL 2022 Subword-Delimited Downsampling for Better Character-Level Translation EMNLP 2022 Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity NAACL 2022 SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser EMNLP 2022 SynKB: Semantic Search for Synthetic Procedures EMNLP 2022 Tales and Tropes: Gender Roles from Word Embeddings in a Century of Children’s Books COLING 2022 TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization NAACL 2022 TaxFree: a Visualization Tool for Candidate-free Taxonomy Enrichment AACL 2022 TDAC, The First Corpus in Time-Domain Astrophysics: Analysis and First Experiments on Named Entity Recognition AACL 2022 The Aligned Multimodal Movie Treebank: An audio, video, dependency-parse treebank EMNLP 2022 The Authenticity Gap in Human Evaluation EMNLP 2022 The Curious Case of Absolute Position Embeddings EMNLP 2022 The Limits of Word Level Differential Privacy NAACL 2022 The Psychology of Semantic Spaces: Experiments with Positive Emotion (Student Abstract) AAAI 2022