| 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 |
