Global Embeddings

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Period ending 2026-09-21

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  1. Epicure: Navigating the Emergent Geometry of Food Ingredient Embeddings

    May 21, 2026Jakub Radzikowski, Josef ChenRecipeNutrient Reasoning

  2. High Quality Embeddings for Horn Logic Reasoning

    May 19, 2026Yifan Zhang, Yasir White, Dean Clark +4Global EmbeddingsRecursive Reasoner

  3. Block-Sphere Vector Quantization

    May 19, 2026Heesang Ann, Joongkyu Lee, Min-hwan OhCalibration-Free Low-Bit Vector QuantizationExtreme Low-Bit Quantization

  4. Covariance Structure and Coordinate Heterogeneity Govern Binary Quantization of Contrastive Embeddings

    May 17, 2026Wenxuan XiaoQuantizerEmbedding Dimension

  5. Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization

    May 17, 2026Gunjan Balde, Soumyadeep Roy, Mainack Mondal +1Large Language Model AdaptationSummarization

  6. 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

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

    May 14, 2026Ziyin Zhang, Zihan Liao, Hang Yu +2Domain-Invariant Text EmbeddingsMatryoshka Representation Learning

  8. A Picture is Worth a Thousand Words? An Empirical Study of Aggregation Strategies for Visual Financial Document Retrieval

    May 14, 2026Ho Hung Lim, Yi YangVisual Document RetrievalVector Database

  9. A Unified Geometric Framework for Weighted Contrastive Learning

    May 13, 2026Raphael Vock, Edouard Duchesnay, Benoit DufumierContrastive LearningEmbedding Dimension

  10. Toward Modeling Player-Specific Chess Behaviors

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

  11. On periodic distributed representations using Fourier embeddings

    May 11, 2026Jakeb ChouinardEmbedding DimensionFourier

  12. TINS: Test-time ID-prototype-separated Negative Semantics Learning for OOD Detection

    May 11, 2026Yifeng Yang, Jubo Feng, Jing Xu +3Out-Of-Distribution DetectionOpen-Vocabulary Object Detection

  13. Doubly Robust Proxy Causal Learning with Neural Mean Embeddings

    May 10, 2026Bariscan Bozkurt, Alexandre Galashov, Dimitri Meunier +3EstimatorsCausal Reasoning

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

    May 9, 2026Juan Wang, Xinyu Sun, Ke Zhang +4Vision EncodersDomain-Invariant Text Embeddings

  15. Reasoning-Aware Training for Time Series Forecasting

    May 9, 2026Md Atik Ahamed, Mihir Parmar, Palash Goyal +4Time Series Foundation ModelsTime Series

  16. PASA: A Principled Embedding-Space Watermarking Approach for LLM-Generated Text under Semantic-Invariant Attacks

    May 9, 2026Zhenxin Ai, Haiyun HeLarge Language Model WatermarksWatermarking

  17. Embedding Dimension Lower Bounds for Universality of Deep Sets and Janossy Pooling

    May 8, 2026Ali Syed, Aditya Nambiar, Jonathan W. SiegelEmbedding DimensionEquivariant Neural Networks

  18. Embeddings for Preferences, Not Semantics

    May 8, 2026Carter Blair, Ariel D. Procaccia, Milind TambePairwise PreferencesDomain-Invariant Text Embeddings

  19. ProtSent: Protein Sentence Transformers

    May 7, 2026Dan Ofer, Oriel Perets, Michal Linial +1Protein Data BankGlobal Embeddings

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

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

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

    May 6, 2026Siqiao Xue, Zihan Liao, Jin Qin +4RerankingGlobal Embeddings

  22. Identifier-Free Code Embedding Models for Scalable Search

    May 5, 2026Eric Wolos, Michael DoyleReverse EngineeringGlobal Embeddings

  23. Provable Accuracy Collapse in Embedding-Based Representations under Dimensionality Mismatch

    May 5, 2026Dionysis Arvanitakis, Vaggos Chatziafratis, Yiyuan LuoEmbedding DimensionIntrinsic Dimensionality

  24. Disentangled Anatomy-Disease Diffusion (DADD) for Controllable Ulcerative Colitis Progression Synthesis

    May 3, 2026Umut Dundar, Alptekin TemizelMedical Image GenerationVideo Capsule Endoscopy

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

    May 2, 2026Ailiang Lin, Zhuoyun Li, Keyu Mao +2Domain-Invariant Text EmbeddingsIn-Context Learning

  26. New Bounds for Kernel Sums via Fast Spherical Embeddings

    May 2, 2026Tal WagnerKernel MethodOptimal Sample Complexity

  27. Is Textual Similarity Invariant under Machine Translation? Evidence Based on the Political Manifesto Corpus

    May 1, 2026Daria Boratyn, Damian Brzyski, Albert Leśniak +5Machine TranslationCross-Lingual Consistency

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

    Apr 30, 2026Tomomasa Hara, Hiroto Kurita, Masaaki Imaizumi +2Domain-Invariant Text EmbeddingsGlobal Embeddings

  29. AlphaEarth Satellite Embeddings for Modelling Climate Sensitive Diseases Towards Global Health Resilience

    Apr 29, 2026Usman Nazir, I-Han Cheng, Sara KhalidMalariaClimate

  30. Diffusion-Guided Feature Selection via Nishimori Temperature: Noise-Based Spectral Embedding

    Apr 27, 2026Vasiliy S. Usatyuk, Denis A. Sapozhnikov, Sergey I. EgorovFeature SelectionFeature Learning

  31. BoxLitE: A Faithful Knowledge Base Embedding Based on Convex Optimization

    Apr 27, 2026Bruno F. Lourenço, Hesham Morgan, Ana Ozaki +2Knowledge Graph EmbeddingsGlobal Embeddings

  32. Come Together: Analyzing Popular Songs Through Statistical Embeddings

    Apr 24, 2026Matthew Esmaili Mallory, Mark Glickman, Jason BrownEmbedding DimensionSheet Music

  33. scpFormer: A Foundation Model for Unified Representation and Integration of the Single-Cell Proteomics

    Apr 21, 2026Qifeng Zhou, Lei Yu, Yuzhi Guo +5Single-Cell Rna SequencingMixformer

  34. Revisiting Catastrophic Forgetting in Continual Knowledge Graph Embedding

    Apr 21, 2026Gerard Pons, Carlos Escolano, Besim Bilalli +1Knowledge Graph EmbeddingsCatastrophic Forgetting

  35. TabEmb: Joint Semantic-Structure Embedding for Table Annotation

    Apr 21, 2026Ehsan Hoseinzade, Ke Wang, Anandharaju Durai RajuGlobal EmbeddingsKnowledge Graph Embeddings

  36. Characterizing AlphaEarth Embedding Geometry for Agentic Environmental Reasoning

    Apr 20, 2026Mashrekur Rahman, Samuel J. Barrett, Christina LastEmbedding DimensionEnvironment

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

    Apr 20, 2026Runhao Jiang, Renchi Yang, Donghao WuImage ClusteringEmbedding Dimension

  38. Linear-Time and Constant-Memory Text Embeddings Based on Recurrent Language Models

    Apr 20, 2026Tobias Grantner, Emanuel Sallinger, Martin FlechlDomain-Invariant Text EmbeddingsRecurrent Model

  39. TeleEmbedBench: A Multi-Corpus Embedding Benchmark for RAG in Telecommunications

    Apr 20, 2026Pranshav Gajjar, Vijay K ShahEmbedderMobile Networks

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

    Apr 20, 2026Zhaohua Liang, Zhilin Wang, Renjie Cao +1RerankingGlobal Embeddings

  41. FLARE: Task-agnostic embedding model evaluation through a normalization process

    Apr 19, 2026Jingzhou Jiang, Yixuan Tang, Yi Yang +1Embedding DimensionModel Evaluation

  42. REZE: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning

    Apr 19, 2026Seungmin Lee, Jeonghwan Lee, Hyunkuk Lim +2Domain-Invariant Text EmbeddingsDomain-Adaptation Benchmark

  43. Neighbor Embedding for High-Dimensional Sparse Poisson Data

    Apr 18, 2026Noga Mudrik, Adam S. CharlesEmbedding DimensionDeterminantal Point Process

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

    Apr 18, 2026Antonios Kritikos, Nikolaos Spanos, Athanasios VoulodimosContrastive AlignmentDomain Generalization

  45. JFinTEB: Japanese Financial Text Embedding Benchmark

    Apr 17, 2026Masahiro Suzuki, Hiroki SakajiDomain-Invariant Text EmbeddingsLegal Natural Language Processing Benchmarks

  46. Learning Where to Embed: Noise-Aware Positional Embedding for Query Retrieval in Small-Object Detection

    Apr 16, 2026Yangchen Zeng, Zhenyu Yu, Dongming Jiang +5Precise LocalizationPositional Encoding

  47. The Impact of Dimensionality on the Stability of Node Embeddings

    Apr 9, 2026Tobias Schumacher, Simon Reichelt, Markus StrohmaierEmbedding Dimension

  48. Fine-grained Motion Retrieval via Joint-Angle Motion Images and Token-Patch Late Interaction

    Mar 10, 2026Yao Zhang, Zhuchenyang Liu, Yanlan He +2Text-To-Motion GenerationVideo-Text Alignment

  49. EmbedTalk: Talking Head Synthesis using Gaussian Embeddings

    Mar 8, 2026Arpita Saggar, Jonathan C. Darling, Duygu Sarikaya +1Facial AnimationTalk

  50. Asking the Right Questions: Ontology-Grounded Interpretable Embeddings for Biomedical Text

    Mar 2, 2026Yixuan Tang, Zhenghong Lin, Yandong Sun +3Biomedical TextGlobal Embeddings

  51. SOMtime the World Ain′'t Fair: Violating Fairness Using Self-Organizing Maps

    Feb 20, 2026Joseph Bingham, Netanel Arussy, Dvir AranFairness InterventionsUnsupervised

  52. Symmetry in language statistics shapes the geometry of model representations

    Feb 16, 2026Dhruva Karkada, Daniel J. Korchinski, Andres Nava +2Embedding DimensionGraph Language Models

  53. Magic-MM-Embedding: Towards Visual-Token-Efficient Universal Multimodal Embedding with MLLMs

    Feb 5, 2026Qi Li, Yanzhe Zhao, Yongxin Zhou +4Multi-Modal Large Language ModelsMultimodal Retrieval

  54. Probing Spectrum-Like Organization of States of Mind in Transformer Representation Spaces

    Dec 23, 2025Sophie ZhaoTransformer ArchitecturesRepresentation Quality

  55. Freeze, Diffuse, Decode: Task-Aware Adaptation of Transformer Embeddings for Antimicrobial Peptide Design

    Nov 28, 2025Pankhil Gawade, Adam Izdebski, Myriam Lizotte +4Generative Pretrained TransformersEmbedding Dimension

  56. Concentration bounds on response-based vector embeddings of black-box generative models

    Nov 11, 2025Aranyak Acharyya, Joshua Agterberg, Youngser Park +1Embedding DimensionGenerative Models

  57. Higher Embedding Dimension Creates a Stronger World Model for a Simple Sorting Task

    Oct 21, 2025Brady Bhalla, Honglu Fan, Nancy Chen +1Transformer ArchitecturesEmbedding Dimension

  58. Panorama: Fast-Track Nearest Neighbors

    Oct 1, 2025Vansh Ramani, Alexis Schlomer, Akash Nayar +3Approximate Nearest-Neighbor SearchEmbedding Dimension

  59. Memory-Efficient FastText: A Comprehensive Approach Using Double-Array Trie Structures and Mark-Compact Memory Management

    Jun 2, 2025Yimin DuN$-Grams FeaturesDomain-Invariant Text Embeddings

  60. Which Spaces can be Embedded in LpL_p-type Reproducing Kernel Banach Space? A Characterization via Metric Entropy

    Oct 14, 2024Yiping Lu, Daozhe Lin, Qiang DuKernel Hilbert SpacesEmbedding Dimension