| Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy | Sep 3, 2018 | Deep LearningSentence | CodeCode Available | 0 | 5 |
| Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCE | Oct 10, 2023 | Contrastive LearningSentence | CodeCode Available | 0 | 5 |
| Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning | Oct 1, 2022 | Metric LearningSentence | CodeCode Available | 0 | 5 |
| GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings | Oct 18, 2024 | Contrastive LearningMTEB Benchmark | CodeCode Available | 0 | 5 |
| BioSentVec: creating sentence embeddings for biomedical texts | Oct 22, 2018 | ArticlesBenchmarking | CodeCode Available | 0 | 5 |
| Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings | Aug 1, 2019 | Active LearningDomain Adaptation | CodeCode Available | 0 | 5 |
| An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning | Sep 22, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 | 5 |
| iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023 | May 16, 2024 | SentenceSentence Embeddings | CodeCode Available | 0 | 5 |
| Debiasing Sentence Embedders through Contrastive Word Pairs | Mar 27, 2024 | SentenceSentence Embeddings | CodeCode Available | 0 | 5 |
| A Bilingual Generative Transformer for Semantic Sentence Embedding | Nov 10, 2019 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 | 5 |
| Towards Lossless Encoding of Sentences | Jun 4, 2019 | Image CompressionSentence | CodeCode Available | 0 | 5 |
| Hyperbolic Neural Networks | May 23, 2018 | Graph Representation LearningNatural Language Inference | CodeCode Available | 0 | 5 |
| How Far Can We Extract Diverse Perspectives from Large Language Models? | Nov 16, 2023 | DiversitySentence | CodeCode Available | 0 | 5 |
| An Incremental Clustering Baseline for Event Detection on Twitter | Dec 16, 2024 | ClusteringEvent Detection | CodeCode Available | 0 | 5 |
| Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents | May 22, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation | Jun 16, 2020 | SentenceSentence Embeddings | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Learning Natural Language Inference with LSTM | Dec 30, 2015 | Natural Language InferenceSentence | CodeCode Available | 0 | 5 |
| CSE: Conceptual Sentence Embeddings based on Attention Model | Aug 1, 2016 | Information RetrievalSentence | —Unverified | 0 | 0 |
| Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity | Mar 8, 2024 | Cross-Lingual TransferData Augmentation | —Unverified | 0 | 0 |
| Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks | Oct 10, 2021 | Representation LearningSentence | —Unverified | 0 | 0 |
| Holistic Sentence Embeddings for Better Out-of-Distribution Detection | Oct 14, 2022 | AvgOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Cross-lingual Sentence Embedding using Multi-Task Learning | Nov 1, 2021 | Multi-Task LearningSemantic Similarity | —Unverified | 0 | 0 |
| HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives | Nov 19, 2024 | Contrastive LearningRepresentation Learning | —Unverified | 0 | 0 |
| High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates | May 17, 2024 | ImputationSentence Embeddings | —Unverified | 0 | 0 |
