| Investigating the Effects of Word Substitution Errors on Sentence Embeddings | Nov 16, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Sentence Embedding Alignment for Lifelong Relation Extraction | Mar 6, 2019 | Incremental LearningLifelong learning | CodeCode Available | 0 |
| Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding | May 12, 2023 | Contrastive LearningSemantic Similarity | CodeCode Available | 0 |
| Paraphrase Thought: Sentence Embedding Module Imitating Human Language Recognition | Aug 16, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings | Jul 16, 2019 | CPUDocument Embedding | CodeCode Available | 0 |
| Information Leakage of Sentence Embeddings via Generative Embedding Inversion Attacks | Apr 23, 2025 | SentenceSentence Embedding | CodeCode Available | 0 |
| Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding | Oct 14, 2022 | SentenceSentence Embedding | CodeCode Available | 0 |
| Enhancing Sentence Embedding with Generalized Pooling | Jun 26, 2018 | Author ProfilingGeneral Classification | CodeCode Available | 0 |
| Zero-training Sentence Embedding via Orthogonal Basis | May 1, 2019 | SentenceSentence Embedding | CodeCode Available | 0 |
| Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building Representations | Aug 29, 2018 | Representation LearningSentence | CodeCode Available | 0 |
| ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched Embeddings | Aug 28, 2024 | Contrastive LearningNatural Language Inference | CodeCode Available | 0 |
| Pralekha: An Indic Document Alignment Evaluation Benchmark | Nov 28, 2024 | SentenceSentence Embedding | CodeCode Available | 0 |
| Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples | Feb 23, 2024 | Dataset GenerationDecoder | CodeCode Available | 0 |
| Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance | Nov 6, 2023 | SentenceSentence Embedding | CodeCode Available | 0 |
| In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation | Aug 1, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Hierarchical Attention: What Really Counts in Various NLP Tasks | Aug 10, 2018 | Machine Reading ComprehensionMachine Translation | CodeCode Available | 0 |
| Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization | Sep 15, 2019 | intent-classificationIntent Classification | CodeCode Available | 0 |
| Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval | Jun 7, 2022 | Language ModellingPassage Retrieval | CodeCode Available | 0 |
| GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERT | Oct 1, 2022 | Document SummarizationExtractive Document Summarization | CodeCode Available | 0 |
| EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning | May 31, 2022 | Contrastive LearningGenre classification | CodeCode Available | 0 |
| Sentence-level Media Bias Analysis with Event Relation Graph | Apr 2, 2024 | Graph AttentionLanguage Modeling | CodeCode Available | 0 |
| GLOSS: Generative Latent Optimization of Sentence Representations | Jul 15, 2019 | Representation LearningSentence | CodeCode Available | 0 |
| Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations | Mar 4, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| Parameter-free Sentence Embedding via Orthogonal Basis | Sep 30, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| Sentence Representations via Gaussian Embedding | May 22, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 0 |
