| Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data | Mar 5, 2023 | Data AugmentationSentence | —Unverified | 0 |
| Weighted Sampling for Masked Language Modeling | Feb 28, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge Distillation | Feb 16, 2023 | Knowledge DistillationSentence | —Unverified | 0 |
| Efficient and Flexible Topic Modeling using Pretrained Embeddings and Bag of Sentences | Feb 6, 2023 | SentenceSentence Embeddings | CodeCode Available | 1 |
| Representation biases in sentence transformers | Jan 30, 2023 | SentenceSentence Embeddings | —Unverified | 0 |
| Syntax-guided Neural Module Distillation to Probe Compositionality in Sentence Embeddings | Jan 21, 2023 | Semantic CompositionSentence | —Unverified | 0 |
| JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications | Jan 19, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 |
| Relational Sentence Embedding for Flexible Semantic Matching | Dec 17, 2022 | RelationSemantic Textual Similarity | CodeCode Available | 1 |
| L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi | Nov 21, 2022 | BenchmarkingMachine Translation | —Unverified | 0 |
| Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity Retrieval | Nov 20, 2022 | Entity RetrievalGraph Attention | CodeCode Available | 0 |
| Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning | Nov 14, 2022 | AllContrastive Learning | CodeCode Available | 0 |
| English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings | Nov 11, 2022 | Contrastive LearningRetrieval | CodeCode Available | 1 |
| miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings | Nov 9, 2022 | Contrastive LearningFew-Shot Learning | CodeCode Available | 1 |
| Unsupervised Extractive Summarization with Heterogeneous Graph Embeddings for Chinese Document | Nov 9, 2022 | Extractive SummarizationSentence | —Unverified | 0 |
| Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding | Nov 7, 2022 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Very Low Resource Sentence Alignment: Luhya and Swahili | Oct 31, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations | Oct 29, 2022 | ClusteringSentence | CodeCode Available | 1 |
| Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings | Oct 27, 2022 | Contrastive LearningRetrieval | —Unverified | 0 |
| BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification | Oct 27, 2022 | Multi Label Text ClassificationMulti-Label Text Classification | —Unverified | 0 |
| Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings | Oct 23, 2022 | Acoustic Unit DiscoveryContrastive Learning | CodeCode Available | 1 |
| Apple of Sodom: Hidden Backdoors in Superior Sentence Embeddings via Contrastive Learning | Oct 20, 2022 | Backdoor AttackContrastive Learning | —Unverified | 0 |
| Pre-trained Sentence Embeddings for Implicit Discourse Relation Classification | Oct 20, 2022 | ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation | Oct 18, 2022 | Abstract Meaning RepresentationSemantic Similarity | CodeCode Available | 0 |
| Social Biases in Automatic Evaluation Metrics for NLG | Oct 17, 2022 | SentenceSentence Embeddings | —Unverified | 0 |
| Holistic Sentence Embeddings for Better Out-of-Distribution Detection | Oct 14, 2022 | AvgOut-of-Distribution Detection | —Unverified | 0 |
