| Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning | Feb 26, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference | Feb 21, 2022 | Common Sense ReasoningModel Selection | CodeCode Available | 0 |
| USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation | Feb 21, 2022 | Machine TranslationParallel Corpus Mining | CodeCode Available | 1 |
| 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 |
| Classification on Sentence Embeddings for Legal Assistance | Feb 5, 2022 | ClassificationInformation Retrieval | —Unverified | 0 |
| Scaling up Multi-domain Semantic Segmentation with Sentence Embeddings | Feb 4, 2022 | Depth EstimationInstance Segmentation | —Unverified | 0 |
| PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings | Jan 28, 2022 | Contrastive LearningOpen-Ended Question Answering | CodeCode Available | 1 |
| Improve Sentence Alignment by Divide-and-conquer | Jan 18, 2022 | Optical Character Recognition (OCR)Sentence | —Unverified | 0 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | Jan 16, 2022 | ClusteringContrastive Learning | —Unverified | 0 |
