Text Embeddings

Ask about this topic

Momentum

24 papers in the last four weeks, up 100% on the four weeks before. 0.2% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 203

All topics
CardsList

  1. Generalistic or Specific Embeddings, Which is Better? An Empirical Study on Search for Clinical Coding in Non-English Languages

    May 28, 2026David Rey-Blanco, Roberto CruzText EmbeddingsInternational Classification Of Disease Coding

    TietAI

  2. Xetrieval: Mechanistically Explaining Dense Retrieval

    May 28, 2026Zhixin Cai, Jun Bai, Yang Liu +7Retrieval LayerText Embeddings

    School of Computer Science and Engineering, Beihang University · 2State Key Laboratory of General Artificial Intelligence, BIGAI

  3. PromptEmbedder: Efficient and Transferable Text Embedding via Dual-LLM Soft Prompting

    May 27, 2026Yu-Che Tsai, Kuan-Yu Chen, Yuan-Hao Chen +4Text EmbeddingsContrastive Learning

    Department of Computer Science and Information Engineering, National Taiwan University · National Taiwan University AI Center of Research Excellence Taipei, Taiwan

  4. LAST: Bridging Vision-Language and Action Manifolds via Gromov-Wasserstein Alignment

    May 27, 2026Huaihai Lyu, Chaofan Chen, Yuheng Ji +4Recent Vision-Language ModelsDiscrete Action Tokenizers

    1MAIS, Institute of Automation, Chinese Academy of Sciences. · 2Beijing Academy of Artificial Intelligence. · 3Peking University..

  5. Grounding Text Embeddings in Stakeholder Associations

    May 26, 2026Jonathan Rystrøm, Sofie Burgos-Thorsen, Zihao Fu +3StakeholdersText Embeddings

    University of Oxford, UK · Institute for Wicked Problems, Denmark · The Chinese University of Hong Kong, China +2

  6. Similarity-based representation factorization for revealing interpretable dimensions in representational data

    May 26, 2026Florian P. Mahner, Ka Chun Lam, Francisco Pereira +1Representational Similarity AnalysisExploratory Factor Analysis

    Max Planck Institute for Human Cognitive and Brain Sciences · National Institute of Mental Health · Justus Liebig University Giessen +1

  7. Benchmarking Patent Embeddings: A Multi-Task Evaluation of 22 Models Across Retrieval, Classification, and Clustering

    May 22, 2026Amirhossein Yousefiramandi, Ciaran CooneyText EmbeddingsClustering

    Clarivate, Intellectual Property Barcelona, Spain 08025

  8. LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability

    May 22, 2026Sadjad Alikhani, Akshay Malhotra, Shahab Hamidi-Rad +1Transfer LearningWeight-Space

    School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ 85281 USA · InterDigital, Inc., USA

  9. A graph-based analysis of semantic types and coercion in contextualized word embeddings

    May 22, 2026Long Chen, Deniz Ekin YavasContextual EmbeddingsSemantic Relationships

    Heinrich Heine University Düsseldorf

  10. Benchmarking Google Embeddings 2 against Open-Source Models for Multilingual Dense Retrieval and RAG Systems

    May 22, 2026Stefano Cirillo, Domenico Desiato, Giuseppe Polese +1Text EmbeddingsText Corpora

    University of Salerno · Fisciano, Salerno, Italy · University of Bari +1

  11. One prompt is not enough: Instruction Sensitivity Undermines Embedding Model Evaluation

    May 21, 2026Yevhen Kostiuk, Kenneth EnevoldsenLarge Language Model EvaluationEvaluation Agent

    Aarhus University

  12. PIU: Proximity-guided Identity Unlearning in ID-Conditioned Diffusion Models

    May 21, 2026Jose Edgar Hernandez Cancino Estrada, Mauro Díaz Lupone, Žiga Emeršič +3Identity-Conditioned Latent Diffusion ModelsExact Unlearning

    University of Ljubljana, Faculty of Computer and Information Science, Ljubljana, Slovenia · University of Ljubljana, Faculty of Electrical Engineering, Ljubljana, Slovenia

  13. Structure Retention in Embedding Spaces as a Predictor of Benchmark Performance

    May 21, 2026Amanda Myntti, Jenna Kanerva, Veronika Laippala +1Text EmbeddingsIndependent Component Analysis

    TurkuNLP, University of Turku, Finland · ELLIS Institute Finland

  14. TextTeacher: What Can Language Teach About Images?

    May 21, 2026Tobias Christian Nauen, Stanislav Frolov, Brian Bernhard Moser +3ImagenetText Embeddings

    RPTU University Kaiserslautern-Landau · German Research Center for Artificial Intelligence (DFKI)

  15. High Quality Embeddings for Horn Logic Reasoning

    May 19, 2026Yifan Zhang, Yasir White, Dean Clark +4Recursive ReasonerText Embeddings

    Lehigh University, Computer Science and Engineering, 113 Research Dr., Bethlehem, PA, 18015 · Los Angeles Pierce College, Computer Science, 6201 Winnetka Ave, Woodland Hills, CA 91367 · Colorado College, Computer Science, 14 E Cache La Poudre St, Colorado Springs, CO 80903

  16. Beyond Isotropy in JEPAs: Hamiltonian Geometry and Symplectic Prediction

    May 19, 2026Robert Jenkinson AlvarezS-JepaJoint-Embedding Predictive Architectures

  17. To MRL or not to MRL: Text Embeddings are Robust to Truncation Without Matryoshka Learning, Except In Heavy Truncation Scenarios

    May 15, 2026Sotaro Takeshita, Yurina Takeshita, Simone Paolo Ponzetto +1Matryoshka Representation LearningText Embeddings

    Data and Web Science Group, University of Mannheim, Germany · Independent Researcher · NEC Laboratories Europe, Heidelberg, Germany

  18. Towards Foundation Models for Relational Databases with Language Models and Graph Neural Networks

    May 15, 2026Jingcheng Wu, Ratan Bahadur Thapa, Mojtaba Nayyeri +4Relational Deep LearningRelational Databases

    University of Stuttgart, Stuttgart, Germany · Web and Internet Science Research Group, University of Southampton, Southampton, United Kingdom

  19. Towards Code-Oriented LM Embeddings for Surrogate-Assisted Neural Architecture Search

    May 15, 2026Pranav Somu, Advay Balakrishnan, Stepan Kravtsov +2Neural Architecture SearchText Embeddings

    Georgia Institute of Technology Atlanta, Georgia, USA · Georgia Tech Research Institute Atlanta, Georgia, USA

  20. ML-Embed: Inclusive and Efficient Embeddings for a Multilingual World

    May 14, 2026Ziyin Zhang, Zihan Liao, Hang Yu +2Multilingual Language ModelsText Embeddings

    School of Computer Science, Shanghai Jiao Tong University, Shanghai, China · Ant Group, Hangzhou, China.

  21. Asymmetric Generative Recommendation via Multi-Expert Projection and Multi-Faceted Hierarchical Quantization

    May 14, 2026Bin Huang, Xin Wang, Junwei Pan +6RecommendationText Embeddings

    DCST, Tsinghua University Beijing, China · DCST, BNRist, Tsinghua University Beijing, China · Tencent Shenzhen, China

  22. Runtime Monitoring of Perception-Based Autonomous Systems via Embedding Temporal Logic

    May 12, 2026Parv Kapoor, Abigail Hammer, Ashish Kapoor +2Signal Temporal LogicPerception Pipeline

    Software and Societal Systems Department Carnegie Mellon University · General Robotics · Aeronautics and Astronautics Department University of Washington

  23. Task-Adaptive Embedding Refinement via Test-time LLM Guidance

    May 12, 2026Ariel Gera, Shir Ashury-Tahan, Gal Bloch +2Text EmbeddingsText Corpora

    IBM Research

  24. Toward Modeling Player-Specific Chess Behaviors

    May 12, 2026Loris Sogliuzzo, Aloïs Rautureau, Eric PietteChessText Embeddings

    ICTEAM, UCLouvain · Louvain-la-Neuve, Belgium

  25. Revisiting Shadow Detection from a Vision-Language Perspective

    May 12, 2026Yonghui Wang, Shaokai Liu, Wengang Zhou +2Dense PredictionText Embeddings

    Department of Electronic Engineering and Information Science, University of Science and Technology of China · School of Management, Hefei University of Technology · School of Artificial Intelligence and Data Science, University of Science and Technology of China

  26. On Problems of Implicit Context Compression for Software Engineering Agents

    May 11, 2026Kirill Gelvan, Igor Slinko, Felix Steinbauer +3Context LengthLarge Language Model Backbones

    JetBrains Research · Technical University of Munich, Germany

  27. Relations Are Channels: Knowledge Graph Embedding via Kraus Decompositions

    May 11, 2026Sayan Kumar ChakiKnowledge Graph EmbeddingsKnowledge Graphs

    Inria, Laboratoire Hubert Curien, Université Jean Monnet

  28. IPAD-CLIP: Teaching CLIP to Detect Image Local Perceptual Artifacts

    May 9, 2026Juan Wang, Xinyu Sun, Ke Zhang +4Compression ArtifactsUnsupervised Detection

    Institute of Automation Chinese Academy of Sciences Beijing, China · School of Computer Science Beijing Jiaotong University Beijing, China · Department of Electronic Engineering Tsinghua University Beijing, China +2

  29. jina-embeddings-v5-omni: Geometry-preserving Embeddings via Locked Aligned Towers

    May 8, 2026Florian Hönicke, Michael Günther, Andreas Koukounas +4Multimodal EmbeddingsModality-Specific Encoders

    Jina by Elastic

  30. Embeddings for Preferences, Not Semantics

    May 8, 2026Carter Blair, Ariel D. Procaccia, Milind TambePreference Alignment LearningText Embeddings

    Harvard University

  31. Topic Is Not Agenda: A Citation-Community Audit of Text Embeddings

    May 8, 2026Junseon YooCitationsRetrievers

    Pluto Labs

  32. Learning Cross-Atlas Consistent Brain Disorder Representations via Disentangled Multi-Atlas Functional Connectivity Learning

    May 7, 2026Minheng Chen, Chao Cao, Jing Zhang +2Functional ConnectivityAtlas

    Department of Computer Science and Engineering, University of Texas at Arlington, United States · School of Computing, University of Georgia, United States

  33. FastOmniTMAE: Parallel Clause Learning for Scalable and Hardware-Efficient Tsetlin Embeddings

    May 7, 2026Ahmed K. Kadhim, Lei Jiao, Rishad Shafik +2Text EmbeddingsField-Programmable Gate Arrays

    Department of ICT University of Agder Grimstad, Norway · School of Engineering Newcastle University Newcastle upon Tyne, UK

  34. Open-SAT: LLM-Guided Query Embedding Refinement for Open-Vocabulary Object Retrieval in Satellite Imagery

    May 6, 2026Md Adnan Arefeen, Biplob Debnath, Ravi K. Rajendran +2Satellite ImageryComposed Image Retrieval

    NEC Laboratories America Princeton, NJ, USA

  35. Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement

    May 6, 2026Nicholas S. Kersting, Vittorio Castelli, Chieh Ting Yeh +2Text CorporaField Evaluation

    Oracle Corporation

  36. TabEmbed: Benchmarking and Learning Generalist Embeddings for Tabular Understanding

    May 6, 2026Minjie Qiang, Mingming Zhang, Xiaoyi Bao +5Tabular LearningTabular Data

    Natural Language Processing Lab, Soochow University, Suzhou, China · Ant Group, Hangzhou, China · The Hong Kong Polytechnic University, Hong Kong, China

  37. Beyond Retrieval: A Multitask Benchmark and Model for Code Search

    May 6, 2026Siqiao Xue, Zihan Liao, Jin Qin +4Cross-Encoder RerankingText Embeddings

    Ant Group · Alipay

  38. Identifier-Free Code Embedding Models for Scalable Search

    May 5, 2026Eric Wolos, Michael DoyleReverse EngineeringText Embeddings

    The MITRE Corporation San Diego, CA 92106

  39. Predicting Post Virality with Temporal Cross-Attention over Trend Signals

    May 4, 2026Sarvagya Somvanshi, Mohan Xu, Rakhi Chadalavada +1AnalyticsText Embeddings

  40. LLM-Augmented Semantic Steering of Text Embedding Projection Spaces

    May 3, 2026Wei Liu, Eric Krokos, Kirsten Whitley +2Text EmbeddingsProjection

    Virginia Tech Blacksburg, Virginia, USA · Department of Defense Washington, DC, USA · Tulane University New Orleans, Louisiana, USA

  41. Embedding-based In-Context Prompt Training for Enhancing LLMs as Text Encoders

    May 2, 2026Ailiang Lin, Zhuoyun Li, Keyu Mao +2In-Context LearningText Embeddings

    Institute of Science Tokyo · Tencent

  42. Aitchison Embeddings for Learning Compositional Graph Representations

    May 1, 2026Nikolaos Nakis, Chrysoula Kosma, Panagiotis Promponas +2Graph Representation LearningRepresentation Learning

    Human Nature Lab, Yale University, New Haven, USA · Universit´e Paris Saclay, Universit´e Paris Cit´e, ENS Paris Saclay, CNRS, SSA, INSERM, Centre Borelli, Gif-sur-Yvette, France · Yale Institute for Network Science, Yale University, New Haven, USA +2

  43. One Single Hub Text Breaks CLIP: Identifying Vulnerabilities in Cross-Modal Encoders via Hubness

    Apr 30, 2026Hiroyuki Deguchi, Katsuki Chousa, Yusuke SakaiCross-ModalCaptions

    NTT, Inc. · Nara Institute of Science and Technology

  44. From Unstructured to Structured: LLM-Guided Attribute Graphs for Entity Search and Ranking

    Apr 30, 2026Yilun Zhu, Nikhita Vedula, Shervin MalmasiText EmbeddingsSimilarity and Metrics

    Amazon.com, Inc. Seattle, USA

  45. Why Mean Pooling Works: Quantifying Second-Order Collapse in Text Embeddings

    Apr 30, 2026Tomomasa Hara, Hiroto Kurita, Masaaki Imaizumi +2Token EmbeddingsText Embeddings

    Tohoku University · The University of Tokyo · Kyoto University +3

  46. AttriBE: Quantifying Attribute Expressivity in Body Embeddings for Recognition and Identification

    Apr 29, 2026Basudha Pal, Siyuan Huang, Anirudh Nanduri +2Re-IdentificationDetection Transformer

    Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD 21218 USA · Department of Electrical and Computer Engineering, University of Maryland, College Park, MD 20742 USA · Department of Computer Science, Johns Hopkins University, Baltimore, MD 21218 USA +1

  47. Improving Robustness of Tabular Retrieval via Representational Stability

    Apr 27, 2026Kushal Raj Bhandari, Adarsh Singh, Jianxi Gao +2Tabular DataText Embeddings

    Department of Computer Science Arizona State University Tempe, Arizona, USA · ScaleAI San Francisco, CA, USA

  48. Citation-Driven Multi-View Training for Patent Embeddings: QaECTER and Sophia-Bench

    Apr 24, 2026Younes Djemmal, You Zuo, Kim Gerdes +1PatentText Embeddings

    ALMAnaCH · 1AI Lab, Questel, Paris, France · 3Inria, Paris, France +3

  49. SemEval-2026 Task 4: Narrative Story Similarity and Narrative Representation Learning

    Apr 23, 2026Hans Ole Hatzel, Ekaterina Artemova, Haimo Paul Stiemer +2NarrativesSimilarity and Metrics

    University of Hamburg1 · Toloka AI2 · German UDS3 +1

  50. Towards Universal Tabular Embeddings: A Benchmark Across Data Tasks

    Apr 23, 2026Liane Vogel, Kavitha Srinivas, Niharika D'Souza +3Tabular LearningText Embeddings

    Technical University of Darmstadt · IBM Research, USA

  51. Self-Aware Vector Embeddings for Retrieval-Augmented Generation: A Neuroscience-Inspired Framework for Temporal, Confidence-Weighted, and Relational Knowledge

    Apr 22, 2026Naizhong XuAgentic Retrieval-Augmented Generation SystemsText Embeddings

    Principal Consultant, CMC APAC.

  52. Deja Vu at Scale: Paraphrase-Robust Detection of Duplicate Gherkin Steps in Behaviour-Driven Software Testing with Sentence-Transformer Embeddings and a 1.1M-Step Open Benchmark

    Apr 22, 2026Ali Hassaan Mughal, Noor Fatima, Muhammad BilalText CorporaRepetition

    Independent Researcher; Applied MBA (Data Analytics), Texas Wesleyan University, Fort Worth, TX, USA · Independent Researcher · Independent Researcher; B.E. Computer Engineering, National University of Sciences and Technology (NUST), Pakistan +1

  53. Balanced Co-Clustering of Users and Items for Embedding Table Compression in Recommender Systems

    Apr 20, 2026Runhao Jiang, Renchi Yang, Donghao WuClusteringBehavioral Embeddings

    Hong Kong Baptist University · The Chinese University of Hong Kong

  54. Mira-Embeddings-V1: Domain-Adapted Semantic Reranking for Recruitment via LLM-Synthesized Data

    Apr 20, 2026Zhaohua Liang, Zhilin Wang, Renjie Cao +1JobsCross-Encoder Reranking

    OpenJobs AI · San Francisico, CA, USA

  55. Semantic Entanglement in Vector-Based Retrieval: A Formal Framework and Context-Conditioned Disentanglement Pipeline for Agentic RAG Systems

    Apr 20, 2026Nick LoghmaniAgentic Retrieval-Augmented Generation SystemsVector Database

    Salesforce · School of Information Studies, Syracuse University

  56. EHRAG: Bridging Semantic Gaps in Lightweight GraphRAG via Hybrid Hypergraph Construction and Retrieval

    Apr 19, 2026Yifan Song, Xingjian Tao, Zhicheng Yang +2Graph-Based Retrieval Augmented GenerationRetrievers

    1The Hong Kong University of Science and Technology (Guangzhou) · 2The Hong Kong University of Science and Technology

  57. CrossFlowDG: Bridging the Modality Gap with Cross-modal Flow Matching for Domain Generalization

    Apr 18, 2026Antonios Kritikos, Nikolaos Spanos, Athanasios VoulodimosContrastive AlignmentVisual Embeddings

    National Technical University of Athens

  58. JFinTEB: Japanese Financial Text Embedding Benchmark

    Apr 17, 2026Masahiro Suzuki, Hiroki SakajiLegal Natural Language Processing BenchmarksText Embeddings

    Amova Asset Management Co., Ltd. · Tokyo, Japan · Hokkaido University +1

  59. Layout-Aware Representation Learning for Open-Set ID Fraud Discovery

    Apr 17, 2026Jinxing Li, Nicholas Ren, Cathy Chang +2Fraud DetectionIntrusion Detection

    Persona Identities

  60. Learning Behaviorally Grounded Item Embeddings via Personalized Temporal Contexts

    Apr 16, 2026Rafael T. Sereicikas, Pedro R. Pires, Gregorio F. Azevedo +1User ModelingTimestep Embeddings

    Federal University of São Carlos · Sorocaba, São Paulo, Brazil