| Decoding Emotional Experiences in Dyadic Conversations of Married Couples: Leveraging Semantic Similarity through Sentence Embedding | Sep 22, 2023 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Sentence Attention Blocks for Answer Grounding | Sep 20, 2023 | Question AnsweringSentence | —Unverified | 0 |
| Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding | Sep 16, 2023 | Contrastive LearningCross-Lingual Transfer | —Unverified | 0 |
| DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing Perspective | Sep 14, 2023 | Contrastive LearningSemantic Similarity | —Unverified | 0 |
| A Comparative Study of Sentence Embedding Models for Assessing Semantic Variation | Aug 8, 2023 | Document SummarizationSemantic Similarity | —Unverified | 0 |
| Topological Interpretations of GPT-3 | Aug 7, 2023 | SentenceSentence Embedding | —Unverified | 0 |
| Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models | Jul 20, 2023 | NegationRetrieval | —Unverified | 0 |
| AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge | Jul 15, 2023 | Contrastive LearningInformation Retrieval | —Unverified | 0 |
| Efficient Domain Adaptation of Sentence Embeddings Using Adapters | Jul 6, 2023 | Domain AdaptationSemantic Similarity | —Unverified | 0 |
| CMLM-CSE: Based on Conditional MLM Contrastive Learning for Sentence Embeddings | Jun 16, 2023 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Sen2Pro: A Probabilistic Perspective to Sentence Embedding from Pre-trained Language Model | Jun 4, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations | May 24, 2023 | DecoderRepresentation Learning | CodeCode Available | 0 |
| TaDSE: Template-aware Dialogue Sentence Embeddings | May 23, 2023 | Contrastive Learningintent-classification | —Unverified | 0 |
| Natural Language Decompositions of Implicit Content Enable Better Text Representations | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Sentence Representations via Gaussian Embedding | May 22, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 0 |
| Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings | May 18, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Adapting Sentence Transformers for the Aviation Domain | May 16, 2023 | DenoisingNatural Language Inference | —Unverified | 0 |
| Semantic Composition in Visually Grounded Language Models | May 15, 2023 | Image CaptioningInductive Bias | —Unverified | 0 |
| A Simple and Plug-and-play Method for Unsupervised Sentence Representation Enhancement | May 13, 2023 | RetrievalSentence | —Unverified | 0 |
| Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding | May 12, 2023 | Contrastive LearningSemantic Similarity | CodeCode Available | 0 |
| Multilevel Sentence Embeddings for Personality Prediction | May 9, 2023 | PredictionSentence | CodeCode Available | 0 |
| In-context Learning as Maintaining Coherency: A Study of On-the-fly Machine Translation Using Large Language Models | May 5, 2023 | In-Context LearningMachine Translation | —Unverified | 0 |
| Compressing Sentence Representation with maximum Coding Rate Reduction | Apr 25, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Graph2topic: an opensource topic modeling framework based on sentence embedding and community detection | Apr 13, 2023 | Community DetectionLanguage Modelling | —Unverified | 0 |
| Static Fuzzy Bag-of-Words: a lightweight sentence embedding algorithm | Apr 6, 2023 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| On Codex Prompt Engineering for OCL Generation: An Empirical Study | Mar 28, 2023 | Few-Shot LearningPrompt Engineering | —Unverified | 0 |
| Factor Decomposed Generative Adversarial Networks for Text-to-Image Synthesis | Mar 24, 2023 | Image GenerationSentence | —Unverified | 0 |
| CTRLStruct: Dialogue Structure Learning for Open-Domain Response Generation | Mar 2, 2023 | Contrastive LearningDialogue Generation | CodeCode Available | 0 |
| NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence Representation | Feb 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| SkillRec: A Data-Driven Approach to Job Skill Recommendation for Career Insights | Feb 20, 2023 | SentenceSentence Embedding | —Unverified | 0 |
| Bag of Tricks for Effective Language Model Pretraining and Downstream Adaptation: A Case Study on GLUE | Feb 18, 2023 | Contrastive LearningDenoising | —Unverified | 0 |
| LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge Distillation | Feb 16, 2023 | Knowledge DistillationSentence | —Unverified | 0 |
| Syntax-guided Neural Module Distillation to Probe Compositionality in Sentence Embeddings | Jan 21, 2023 | Semantic CompositionSentence | —Unverified | 0 |
| Keyword Embeddings for Query Suggestion | Jan 19, 2023 | RetrievalSentence | —Unverified | 0 |
| SAIDS: A Novel Approach for Sentiment Analysis Informed of Dialect and Sarcasm | Jan 6, 2023 | Dialect IdentificationLanguage Modelling | —Unverified | 0 |
| Topic Segmentation Model Focusing on Local Context | Jan 5, 2023 | Information Retrievalmodel | —Unverified | 0 |
| MED-SE: Medical Entity Definition-based Sentence Embedding | Dec 9, 2022 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation | Dec 5, 2022 | Contrastive LearningCross-Domain Few-Shot | —Unverified | 0 |
| CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation | Dec 4, 2022 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| Zero-Shot Learning for Joint Intent and Slot Labeling | Nov 29, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi | Nov 21, 2022 | BenchmarkingMachine Translation | CodeCode Available | 0 |
| Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding | Nov 7, 2022 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Using Large Pre-Trained Language Model to Assist FDA in Premarket Medical Device | Nov 3, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Fine-grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection | Nov 2, 2022 | Objectobject-detection | —Unverified | 0 |
| Legal Case Winning Party Prediction With Domain Specific Auxiliary Models | Nov 1, 2022 | SentenceSentence Embedding | —Unverified | 0 |
| Very Low Resource Sentence Alignment: Luhya and Swahili | Oct 31, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Sinhala Sentence Embedding: A Two-Tiered Structure for Low-Resource Languages | Oct 26, 2022 | SentenceSentence Embedding | —Unverified | 0 |
| Global Contrastive Batch Sampling via Optimization on Sample Permutations | Oct 23, 2022 | Code SearchContrastive Learning | CodeCode Available | 0 |
| 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 | CodeCode Available | 0 |