| Reweighting Strategy based on Synthetic Data Identification for Sentence Similarity | Aug 29, 2022 | SentenceSentence Embedding | CodeCode Available | 1 |
| SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity Evaluation | Jun 20, 2022 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features | Jun 14, 2022 | Abstract Meaning RepresentationNegation | CodeCode Available | 1 |
| Extracting Latent Steering Vectors from Pretrained Language Models | May 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering | Mar 15, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Just Rank: Rethinking Evaluation with Word and Sentence Similarities | Mar 5, 2022 | BenchmarkingSemantic Similarity | CodeCode Available | 1 |
| Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning | Feb 26, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations | Sep 27, 2021 | Contrastive LearningLanguage Modelling | CodeCode Available | 1 |
| LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution | Jul 11, 2021 | SentenceSentence Similarity | CodeCode Available | 1 |
| Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT | Jul 9, 2021 | BenchmarkingDocument Classification | CodeCode Available | 1 |
