| On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning | Jul 1, 2022 | Intent DetectionMeta-Learning | CodeCode Available | 1 |
| YNU-HPCC at SemEval-2022 Task 2: Representing Multilingual Idiomaticity based on Contrastive Learning | Jul 1, 2022 | Contrastive LearningSentence | —Unverified | 0 |
| Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval | Jun 7, 2022 | Language ModellingPassage Retrieval | CodeCode Available | 0 |
| Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives | Jun 6, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| SansTib, a Sanskrit - Tibetan Parallel Corpus and Bilingual Sentence Embedding Model | Jun 1, 2022 | SentenceSentence Embedding | —Unverified | 0 |
| Building a Synthetic Biomedical Research Article Citation Linkage Corpus | Jun 1, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Building Sentiment Lexicons for Mainland Scandinavian Languages Using Machine Translation and Sentence Embeddings | Jun 1, 2022 | Machine TranslationSentence | —Unverified | 0 |
| EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning | May 31, 2022 | Contrastive LearningGenre classification | CodeCode Available | 0 |
| Learning Dialogue Representations from Consecutive Utterances | May 26, 2022 | Contrastive LearningConversational Question Answering | CodeCode Available | 1 |
| RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder | May 24, 2022 | DecoderInformation Retrieval | CodeCode Available | 2 |
| SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation | May 17, 2022 | Representation LearningRetrieval | —Unverified | 0 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | May 9, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Predicting scalar diversity with context-driven uncertainty over alternatives | May 1, 2022 | DiversitySentence | —Unverified | 0 |
| A Survey on Sentence Embedding Models Performance for Patent Analysis | Apr 28, 2022 | Patent classificationSentence | CodeCode Available | 0 |
| MCSE: Multimodal Contrastive Learning of Sentence Embeddings | Apr 22, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding | Apr 21, 2022 | Binary ClassificationSentence | CodeCode Available | 1 |
| Residue-Based Natural Language Adversarial Attack Detection | Apr 17, 2022 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 |
| kpfriends at SemEval-2022 Task 2: NEAMER -- Named Entity Augmented Multi-word Expression Recognizer | Apr 17, 2022 | SentenceSentence Embedding | —Unverified | 0 |
| Unsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language Models | Apr 16, 2022 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection | Apr 13, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| drsphelps at SemEval-2022 Task 2: Learning idiom representations using BERTRAM | Apr 6, 2022 | SentenceSentence Embedding | —Unverified | 0 |
| Efficient comparison of sentence embeddings | Apr 2, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| TA-SBERT: Token Attention Sentence-BERT for Improving Sentence Representation | Mar 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings | Mar 11, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| Just Rank: Rethinking Evaluation with Word and Sentence Similarities | Mar 5, 2022 | BenchmarkingSemantic Similarity | CodeCode Available | 1 |
