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| Video Instance Segmentation via Multi-scale Spatio-temporal Split Attention Transformer | Mar 24, 2022 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| TA-SBERT: Token Attention Sentence-BERT for Improving Sentence Representation | Mar 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation | Mar 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 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 |
| Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue | Mar 1, 2022 | Contrastive LearningConversational Response Selection | —Unverified | 0 |
| Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding | Feb 26, 2022 | Contrastive LearningSentence | CodeCode Available | 1 |
| Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning | Feb 26, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Model-Based and Data-Driven Control of Event- and Self-Triggered Discrete-Time LTI Systems | Feb 16, 2022 | STS | —Unverified | 0 |
| Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals | Feb 7, 2022 | Natural Language InferenceSemantic Textual Similarity | —Unverified | 0 |
| PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings | Jan 28, 2022 | Contrastive LearningOpen-Ended Question Answering | CodeCode Available | 1 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | Jan 16, 2022 | ClusteringContrastive Learning | —Unverified | 0 |
| Learning Monolingual Sentence Embeddings with Large-scale Parallel Translation Datasets | Jan 16, 2022 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Improving Contextual Representation with Gloss Regularized Pre-training | Jan 16, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples | Jan 16, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| PromptBERT: Improving BERT Sentence Embeddings with Prompts | Jan 12, 2022 | Contrastive LearningDenoising | CodeCode Available | 2 |
| DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings | Dec 10, 2021 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| Discovery of Crime Event Sequences with Constricted Spatio-Temporal Sequential Patterns | Dec 3, 2021 | STS | —Unverified | 0 |
| WiFi-based Multi-task Sensing | Nov 26, 2021 | Gesture RecognitionIndoor Localization | CodeCode Available | 1 |
| Simple Contrastive Representation Adversarial Learning for NLP Tasks | Nov 26, 2021 | Contrastive LearningNatural Language Understanding | —Unverified | 0 |
| PromptBERT: Improving BERT Sentence Embeddings with Prompts | Nov 16, 2021 | DenoisingSemantic Similarity | —Unverified | 0 |
| A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings | Nov 16, 2021 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue | Nov 16, 2021 | Contrastive LearningRetrieval | —Unverified | 0 |
| Compressing Sentence Representation via Homomorphic Projective Distillation | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |