| DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning | Jun 26, 2025 | cross-modal alignmentRepresentation Learning | —Unverified | 0 |
| Intrinsic vs. Extrinsic Evaluation of Czech Sentence Embeddings: Semantic Relevance Doesn't Help with MT Evaluation | Jun 25, 2025 | Machine TranslationSemantic Similarity | —Unverified | 0 |
| Intelligent Travel Activity Monitoring: Generalized Distributed Acoustic Sensing Approaches | Jun 11, 2025 | Federated LearningMeta-Learning | —Unverified | 0 |
| GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training | May 30, 2025 | MTEB BenchmarkNatural Language Inference | —Unverified | 0 |
| Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering | May 19, 2025 | Prompt EngineeringSemantic Textual Similarity | CodeCode Available | 0 |
| Parameter-Efficient Transformer Embeddings | May 4, 2025 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Global Stress Generation and Spatiotemporal Super-Resolution Physics-Informed Operator under Dynamic Loading for Two-Phase Random Materials | Apr 26, 2025 | STSSuper-Resolution | —Unverified | 0 |
| Mapping Controversies Using Artificial Intelligence: An Analysis of the Hamas-Israel Conflict on YouTube | Apr 16, 2025 | STS | —Unverified | 0 |
| On the (im)possibility of sustainable artificial intelligence. Why it does not make sense to move faster when heading the wrong way | Mar 22, 2025 | STS | —Unverified | 0 |
| CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement | Mar 21, 2025 | Dimensionality ReductionLanguage Modeling | —Unverified | 0 |
| Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation | Mar 12, 2025 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 |
| TextInPlace: Indoor Visual Place Recognition in Repetitive Structures with Scene Text Spotting and Verification | Mar 9, 2025 | Robot NavigationSTS | CodeCode Available | 1 |
| AutoTestForge: A Multidimensional Automated Testing Framework for Natural Language Processing Models | Mar 7, 2025 | FairnessSemantic Textual Similarity | —Unverified | 0 |
| FinMTEB: Finance Massive Text Embedding Benchmark | Feb 16, 2025 | ArticlesSemantic Textual Similarity | CodeCode Available | 2 |
| PropNet: a White-Box and Human-Like Network for Sentence Representation | Feb 15, 2025 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| Non-Interchangeability between Heart Rate Variability and Pulse Rate Variability During Supine-to-Stand Tests | Feb 11, 2025 | Heart Rate VariabilitySTS | —Unverified | 0 |
| 2-Tier SimCSE: Elevating BERT for Robust Sentence Embeddings | Jan 23, 2025 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs | Dec 16, 2024 | Prompt EngineeringSemantic Textual Similarity | —Unverified | 0 |
| Detecting Redundant Health Survey Questions Using Language-agnostic BERT Sentence Embedding (LaBSE) | Dec 5, 2024 | Computational EfficiencyQuestion Similarity | —Unverified | 0 |
| Fast, Precise Thompson Sampling for Bayesian Optimization | Nov 26, 2024 | Bayesian OptimizationSTS | CodeCode Available | 0 |
| 2D Matryoshka Training for Information Retrieval | Nov 26, 2024 | Information RetrievalRetrieval | CodeCode Available | 0 |
| mmWave Radar for Sit-to-Stand Analysis: A Comparative Study with Wearables and Kinect | Nov 22, 2024 | Pose EstimationPrivacy Preserving | —Unverified | 0 |
| BanglaEmbed: Efficient Sentence Embedding Models for a Low-Resource Language Using Cross-Lingual Distillation Techniques | Nov 22, 2024 | Hate Speech DetectionKnowledge Distillation | —Unverified | 0 |
| From Electrode to Global Brain: Integrating Multi- and Cross-Scale Brain Connections and Interactions Under Cross-Subject and Within-Subject Scenarios | Nov 7, 2024 | Domain AdaptationMotor Imagery | —Unverified | 0 |
| GASE: Generatively Augmented Sentence Encoding | Nov 7, 2024 | Data AugmentationSemantic Textual Similarity | —Unverified | 0 |
| Deep Trees for (Un)structured Data: Tractability, Performance, and Interpretability | Oct 28, 2024 | STS | —Unverified | 0 |
| Neural association between musical features and shared emotional perception while movie-watching: fMRI study | Oct 22, 2024 | DiagnosticSTS | —Unverified | 0 |
| Improving General Text Embedding Model: Tackling Task Conflict and Data Imbalance through Model Merging | Oct 19, 2024 | modelSemantic Textual Similarity | —Unverified | 0 |
| GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings | Oct 18, 2024 | Contrastive LearningMTEB Benchmark | CodeCode Available | 0 |
| Towards Building Efficient Sentence BERT Models using Layer Pruning | Sep 21, 2024 | Natural Language InferenceSemantic Textual Similarity | —Unverified | 0 |
| Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning | Sep 19, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Distilling Monolingual and Crosslingual Word-in-Context Representations | Sep 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Boundary feature fusion network for tooth image segmentation | Sep 6, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Seed-to-Seed: Image Translation in Diffusion Seed Space | Sep 1, 2024 | Image-to-Image TranslationSTS | —Unverified | 0 |
| ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched Embeddings | Aug 28, 2024 | Contrastive LearningNatural Language Inference | CodeCode Available | 0 |
| Extracting Sentence Embeddings from Pretrained Transformer Models | Aug 15, 2024 | ClusteringRetrieval-augmented Generation | —Unverified | 0 |
| Towards Flexible Evaluation for Generative Visual Question Answering | Aug 1, 2024 | DecoderGenerative Visual Question Answering | CodeCode Available | 0 |
| Improving Text Embeddings for Smaller Language Models Using Contrastive Fine-tuning | Aug 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Articulation Work and Tinkering for Fairness in Machine Learning | Jul 23, 2024 | FairnessSTS | —Unverified | 0 |
| STS MICCAI 2023 Challenge: Grand challenge on 2D and 3D semi-supervised tooth segmentation | Jul 18, 2024 | PrognosisSTS | —Unverified | 0 |
| A Multi-Stage Framework for 3D Individual Tooth Segmentation in Dental CBCT | Jul 15, 2024 | SegmentationSTS | —Unverified | 0 |
| FarFetched: Entity-centric Reasoning and Claim Validation for the Greek Language based on Textually Represented Environments | Jul 13, 2024 | Entity LinkingNatural Language Inference | CodeCode Available | 0 |
| ptt5-v2: A Closer Look at Continued Pretraining of T5 Models for the Portuguese Language | Jun 16, 2024 | RTESTS | —Unverified | 0 |
| Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity | Jun 14, 2024 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 |
| Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss | Jun 8, 2024 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 |
| TexIm FAST: Text-to-Image Representation for Semantic Similarity Evaluation using Transformers | Jun 6, 2024 | InformativenessSemantic Similarity | —Unverified | 0 |
| Linguistically Conditioned Semantic Textual Similarity | Jun 6, 2024 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| Space Decomposition for Sentence Embedding | Jun 5, 2024 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| Self-Supervised Singing Voice Pre-Training towards Speech-to-Singing Conversion | Jun 4, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Exploring Activation Patterns of Parameters in Language Models | May 28, 2024 | STSSTS-B | —Unverified | 0 |