| Global Contrastive Batch Sampling via Optimization on Sample Permutations | Oct 23, 2022 | Code SearchContrastive Learning | CodeCode Available | 0 |
| AugCSE: Contrastive Sentence Embedding with Diverse Augmentations | Oct 20, 2022 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding | Oct 14, 2022 | SentenceSentence Embedding | CodeCode Available | 0 |
| Holistic Sentence Embeddings for Better Out-of-Distribution Detection | Oct 14, 2022 | AvgOut-of-Distribution Detection | —Unverified | 0 |
| On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding | Oct 11, 2022 | Representation LearningSentence | —Unverified | 0 |
| InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings | Oct 8, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| PQLM -- Multilingual Decentralized Portable Quantum Language Model for Privacy Protection | Oct 6, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Very Low Resource Sentence Alignment: Luhya and Swahili | Oct 1, 2022 | Machine TranslationSentence | —Unverified | 0 |
| GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERT | Oct 1, 2022 | Document SummarizationExtractive Document Summarization | CodeCode Available | 0 |
| Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss | Oct 1, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models | Oct 1, 2022 | Data AugmentationDiagnostic | —Unverified | 0 |
| A Dual-Attention Learning Network with Word and Sentence Embedding for Medical Visual Question Answering | Oct 1, 2022 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 0 |
| An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning | Sep 22, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Ranking-Enhanced Unsupervised Sentence Representation Learning | Sep 9, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Building Machine Translation System for Software Product Descriptions Using Domain-specific Sub-corpora Extraction | Sep 1, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Reweighting Strategy based on Synthetic Data Identification for Sentence Similarity | Aug 29, 2022 | SentenceSentence Embedding | CodeCode Available | 1 |
| Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm | Aug 19, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models | Aug 17, 2022 | Data AugmentationDiagnostic | —Unverified | 0 |
| Unifying Parsing and Tree-Structured Models for Generating Sentence Semantic Representations | Jul 1, 2022 | SentenceSentence Embedding | —Unverified | 0 |
| Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining | Jul 1, 2022 | Intent DiscoveryLanguage Modeling | —Unverified | 0 |
| Evaluating Gender Bias Transfer from Film Data | Jul 1, 2022 | Dialogue GenerationMachine Translation | —Unverified | 0 |
| CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering | Jul 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection | Jul 1, 2022 | ClassificationSentence | —Unverified | 0 |
| On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning | Jul 1, 2022 | Intent DetectionMeta-Learning | CodeCode Available | 1 |
| A Timestep aware Sentence Embedding and Acme Coverage for Brief but Informative Title Generation | Jul 1, 2022 | SentenceSentence Embedding | CodeCode Available | 0 |