| UMUTeam@LT-EDI-ACL2022: Detecting Signs of Depression from text | May 1, 2022 | Emotion RecognitionPosition | —Unverified | 0 |
| UMUTeam@LT-EDI-ACL2022: Detecting homophobic and transphobic comments in Tamil | May 1, 2022 | SentenceSentence Embeddings | —Unverified | 0 |
| A Survey on Sentence Embedding Models Performance for Patent Analysis | Apr 28, 2022 | Patent classificationSentence | CodeCode Available | 0 |
| NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures | Apr 28, 2022 | Data-to-Text GenerationMachine Translation | CodeCode Available | 1 |
| Approach to Predicting News -- A Precise Multi-LSTM Network With BERT | Apr 26, 2022 | Document EmbeddingSentence | CodeCode Available | 0 |
| MCSE: Multimodal Contrastive Learning of Sentence Embeddings | Apr 22, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics | Apr 21, 2022 | ClusteringSentence | CodeCode Available | 1 |
| DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings | Apr 21, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 2 |
| Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi | Apr 19, 2022 | ArticlesClassification | —Unverified | 0 |
| Towards Automatic Construction of Filipino WordNet: Word Sense Induction and Synset Induction Using Sentence Embeddings | Apr 7, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level Representations | Apr 7, 2022 | Contrastive LearningDenoising | —Unverified | 0 |
| Efficient comparison of sentence embeddings | Apr 2, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| The SAME score: Improved cosine based bias score for word embeddings | Mar 28, 2022 | SentenceSentence Embeddings | —Unverified | 0 |
| Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation | Mar 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| SCD: Self-Contrastive Decorrelation for Sentence Embeddings | Mar 15, 2022 | Self-Supervised LearningSentence | CodeCode Available | 1 |
| Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations | Mar 14, 2022 | Image CaptioningSemantic Textual Similarity | —Unverified | 0 |
| Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning | Mar 14, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| 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 |
| A Mutually Reinforced Framework for Pretrained Sentence Embeddings | Feb 28, 2022 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning | Feb 26, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation | Feb 21, 2022 | Machine TranslationParallel Corpus Mining | CodeCode Available | 1 |
| Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference | Feb 21, 2022 | Common Sense ReasoningModel Selection | CodeCode Available | 0 |
| SGPT: GPT Sentence Embeddings for Semantic Search | Feb 17, 2022 | Argument RetrievalBiomedical Information Retrieval | CodeCode Available | 2 |
| Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals | Feb 7, 2022 | Natural Language InferenceSemantic Textual Similarity | —Unverified | 0 |
