| SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity Evaluation | Jun 20, 2022 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| BaIT: Barometer for Information Trustworthiness | Jun 15, 2022 | Data AugmentationNatural Language Inference | —Unverified | 0 |
| SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features | Jun 14, 2022 | Abstract Meaning RepresentationNegation | CodeCode Available | 1 |
| Evaluating Multilingual Sentence Representation Models in a Real Case Scenario | Jun 1, 2022 | Paraphrase IdentificationRetrieval | CodeCode Available | 0 |
| CLISTER : A Corpus for Semantic Textual Similarity in French Clinical Narratives | Jun 1, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| A reproducible experimental survey on biomedical sentence similarity: a string-based method sets the state of the art | May 18, 2022 | Articlesnamed-entity-recognition | —Unverified | 0 |
| Extracting Latent Steering Vectors from Pretrained Language Models | May 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LinkBERT: Pretraining Language Models with Document Links | Mar 29, 2022 | Document ClassificationLanguage Modeling | CodeCode Available | 2 |
| 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 |
| Semantic Similarity Computing Model Based on Multi Model Fine-Grained Nonlinear Fusion | Feb 5, 2022 | modelSemantic Similarity | —Unverified | 0 |
| Weisfeiler-leman in the bamboo: Novel AMR graph metrics and a benchmark for AMR graph similarity. | Jan 4, 2022 | AMR Graph SimilarityGraph Similarity | CodeCode Available | 0 |
| Sublinear Time Approximation of Text Similarity Matrices | Dec 17, 2021 | Document ClassificationSentence | CodeCode Available | 0 |
| Semantic Search as Extractive Paraphrase Span Detection | Dec 9, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 |
| Multi-document Text Summarization using Semantic Word and Sentence Similarity: A Combined Approach | Dec 1, 2021 | SentenceSentence Similarity | —Unverified | 0 |
| Vector Space Semantics for Lambek Calculus with Soft Subexponentials | Nov 22, 2021 | SentenceSentence Similarity | —Unverified | 0 |
| MNet-Sim: A Multi-layered Semantic Similarity Network to Evaluate Sentence Similarity | Nov 9, 2021 | ChatbotDocument Classification | —Unverified | 0 |
| Language-agnostic Representation from Multilingual Sentence Encoders for Cross-lingual Similarity Estimation | Nov 1, 2021 | Cross-Lingual Semantic Textual SimilarityMachine Translation | CodeCode Available | 0 |
| Modeling Document-Level Context for Event Detection via Important Context Selection | Nov 1, 2021 | Event DetectionRepresentation Learning | —Unverified | 0 |
| Locality Preserving Sentence Encoding | Nov 1, 2021 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| “Be nice to your wife! The restaurants are closed”: Can Gender Stereotype Detection Improve Sexism Classification? | Nov 1, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Semantic Search as Extractive Paraphrase Span Detection | Oct 16, 2021 | Extractive Question-AnsweringQuestion Answering | —Unverified | 0 |
| Using multiple reference audios and style embedding constraints for speech synthesis | Oct 9, 2021 | SentenceSentence Similarity | —Unverified | 0 |
| A Proposed Conceptual Framework for a Representational Approach to Information Retrieval | Oct 4, 2021 | Information RetrievalRetrieval | —Unverified | 0 |
| Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations | Sep 27, 2021 | Contrastive LearningLanguage Modelling | CodeCode Available | 1 |
| Unsupervised Contextualized Document Representation | Sep 22, 2021 | ClusteringSentence | CodeCode Available | 0 |
| General Cross-Architecture Distillation of Pretrained Language Models into Matrix Embeddings | Sep 17, 2021 | CoLALinguistic Acceptability | CodeCode Available | 0 |
| A New Sentence Ordering Method Using BERT Pretrained Model | Aug 26, 2021 | Natural Language UnderstandingSentence | —Unverified | 0 |
| Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity | Aug 26, 2021 | AMR Graph SimilarityGraph Matching | —Unverified | 0 |
| Metric Learning in Multilingual Sentence Similarity Measurement for Document Alignment | Aug 21, 2021 | Metric LearningSentence | —Unverified | 0 |
| Investigating Active Learning in Interactive Neural Machine Translation | Aug 1, 2021 | Active LearningMachine Translation | —Unverified | 0 |
| DeepTitle -- Leveraging BERT to generate Search Engine Optimized Headlines | Jul 22, 2021 | Abstractive Text SummarizationArticles | —Unverified | 0 |
| 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 |
| Computing Fuzzy Rough Set based Similarities with Fuzzy Inference and Its Application to Sentence Similarity Computations | Jul 2, 2021 | SentenceSentence Similarity | —Unverified | 0 |
| Extractive approach for text summarisation using graphs | Jun 21, 2021 | SentenceSentence Similarity | CodeCode Available | 0 |
| Semantic sentence similarity: size does not always matter | Jun 16, 2021 | Grounded language learningImage Retrieval | CodeCode Available | 0 |
| BioELECTRA:Pretrained Biomedical text Encoder using Discriminators | Jun 11, 2021 | ArticlesLanguage Modeling | CodeCode Available | 1 |
| Sentence Similarity Based on Contexts | May 17, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A novel hybrid methodology of measuring sentence similarity | May 3, 2021 | Deep LearningSentence | CodeCode Available | 0 |
| Chinese Sentences Similarity via Cross-Attention Based Siamese Network | Apr 18, 2021 | SentenceSentence Similarity | —Unverified | 0 |
| Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders | Apr 16, 2021 | Contrastive LearningCross-Lingual Semantic Textual Similarity | CodeCode Available | 1 |
| Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic Applications | Mar 29, 2021 | Extractive SummarizationSentence | —Unverified | 0 |
| Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching | Jan 16, 2021 | Community Question AnsweringForm | CodeCode Available | 1 |
| Automating the Compilation of Potential Core-Outcomes for Clinical Trials | Jan 11, 2021 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Image-to-Image Retrieval by Learning Similarity between Scene Graphs | Dec 29, 2020 | Graph SimilarityImage Retrieval | CodeCode Available | 0 |
| On-Device Sentence Similarity for SMS Dataset | Dec 4, 2020 | Keyword ExtractionPOS | —Unverified | 0 |
| A Siamese CNN Architecture for Learning Chinese Sentence Similarity | Dec 1, 2020 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| A Two-Phase Approach for Abstractive Podcast Summarization | Nov 16, 2020 | DecoderSentence | —Unverified | 0 |