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Period ending 2026-09-21

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  1. Value-Aware Product Recommendation by Customer Segmentation using a suitable High-Dimensional Similarity Measure

    Apr 28, 2026María Florencia Acosta, Rodrigo García Arancibia, Pamela Llop +2RecommendationHigh-Dimensional Data

  2. Beyond Fidelity: Semantic Similarity Assessment in Low-Level Image Processing

    Apr 28, 2026Runjie Wang, Weiling Chen, Tiesong Zhao +1Image Quality AssessmentPerceptual Quality

  3. Advancing Ligand-based Virtual Screening and Molecular Generation with Pretrained Molecular Embedding Distance

    Apr 27, 2026Shiyun Wa, Yifei Wang, Simone Sciabola +1Drug DesignMolecular Generation

  4. Can You Make It Sound Like You? Post-Editing LLM-Generated Text for Personal Style

    Apr 27, 2026Connor Baumler, Calvin Bao, Huy Nghiem +3Stylistic FidelityAi-Assisted Writing

  5. Instance Awareness of Multi-class Semantic Segmentation Loss Functions

    Apr 27, 2026Soumya Snigdha Kundu, Florian Kofler, Marina Ivory +3Focal LossMultiple Instance Learning

  6. Beyond coauthorship: semantic structure and phantom collaborators in transportation research, 1967--2025

    Apr 26, 2026Seongjin ChoiAuthorshipCo-Occurrence

  7. From Similarity to Structure: Training-free LLM Context Compression with Hybrid Graph Priors

    Apr 25, 2026Yitian Zhou, Chaoning Zhang, Jiaquan Zhang +6Large Language Model CompressionEfficient Long-Context Inference

  8. Efficient VQ-QAT and Mixed Vector/Linear quantized Neural Networks

    Apr 25, 2026Terry Gou, Puneet GuptaCalibration-Free Low-Bit Vector QuantizationContext Compression

  9. Region Matters: Efficient and Reliable Region-Aware Visual Place Recognition

    Apr 24, 2026Shunpeng Chen, Yukun Song, Changwei Wang +6Visual Place RecognitionReranking

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

    Apr 23, 2026Hans Ole Hatzel, Ekaterina Artemova, Haimo Paul Stiemer +2NarrativesNatural Language Processing Tasks

  11. Large-Scale Data Parallelization of Product Quantization and Inverted Indexing Using Dask

    Apr 23, 2026Ashley N. Abraham, Andrew Strelzoff, Haley R. Dozier +2Approximate Nearest-Neighbor SearchVector Database

  12. When Agents Look the Same: Quantifying Distillation-Induced Similarity in Tool-Use Behaviors

    Apr 23, 2026Chenghao Yang, Yuning Zhang, Zhoufutu Wen +4Large Language Model AgentsSemantic Similarity Metrics

  13. Convergent Evolution: How Different Language Models Learn Similar Number Representations

    Apr 22, 2026Deqing Fu, Tianyi Zhou, Mikhail Belkin +2Co-OccurrenceRecurrent Neural Networks

  14. Cross-Model Consistency of AI-Generated Exercise Prescriptions: A Repeated Generation Study Across Three Large Language Models

    Apr 21, 2026Kihyuk LeeData GenerationPhysical Activities

  15. SimDiff: Depth Pruning via Similarity and Difference

    Apr 21, 2026Yuli Chen, Shuhao Zhang, Fanshen Meng +4Heterogeneous Pruning ScoresLarge Language Model Compression

  16. CAST: Modeling Semantic-Level Transitions for Complementary-Aware Sequential Recommendation

    Apr 21, 2026Qian Zhang, Lech Szymanski, Haibo Zhang +1Multimodal RecommendationSequential Recommendation

  17. Domain-level metacognitive monitoring in frontier LLMs: A 33-model atlas

    Apr 21, 2026Jon-Paul CacioliMmlu-ProBenchmarking Large Language Models

  18. Divide-and-Conquer Approach to Holistic Cognition in High-Similarity Contexts with Limited Data

    Apr 21, 2026Shijie Wang, Zijian Wang, Yadan Luo +3Fine-Grained PerceptionFeature Pyramid Networks

  19. Beyond Semantic Similarity: A Component-Wise Evaluation Framework for Medical Question Answering Systems with Health Equity Implications

    Apr 21, 2026Abu Noman Md Sakib, Md. Main Oddin Chisty, Zijie ZhangDisparitiesSemantic Similarity Metrics

  20. MSDS: Deep Structural Similarity with Multiscale Representation

    Apr 21, 2026Danling Kang, Xue-Hua Chen, Bin Liu +3MultiscaleImage Quality Assessment

  21. Semantic Needles in Document Haystacks: Sensitivity Testing of LLM-as-a-Judge Similarity Scoring

    Apr 20, 2026Sinan G. Aksoy, Alexandra A. Sabrio, Erik VonKaenel +1Large Language Model BiasSemantic Similarity Metrics

  22. Towards Symmetry-sensitive Pose Estimation: A Rotation Representation for Symmetric Object Classes

    Apr 20, 2026Andreas Kriegler, Csaba Beleznai, Margrit GelautzCategory-Level Object Pose EstimationSymmetry

  23. Architectural Design Decisions in AI Agent Harnesses

    Apr 20, 2026Hu WeiAgentic SystemsMediation

  24. Layer-wise MoE Routing Locality under Shared-Prefix Code Generation: Token-Identity Decomposition and Compile-Equivalent Fork Redundancy

    Apr 19, 2026Shun-ichiro Hayashi, Daichi Mukunoki, Tetsuya Hoshino +1Mixture-Of-Expert Language ModelsCode Generation

  25. OC-Distill: Ontology-aware Contrastive Learning with Cross-Modal Distillation for ICU Risk Prediction

    Apr 18, 2026Zhongyuan Liang, Junhyung Jo, Hyang-Jung Lee +2Multimodal Clinical DataCross-Modal Distillation

  26. UniCon: Unified Framework for Efficient Contrastive Alignment via Kernels

    Apr 17, 2026Hangke Sui, Yuqing Wang, Minh N DoContrastive AlignmentUnified Framework

  27. Aligning Backchannel and Dialogue Context Representations via Contrastive LLM Fine-Tuning

    Apr 17, 2026Livia Qian, Gabriel SkantzeLarge Language Model BackbonesConversational Benchmarks

  28. UsefulBench: Towards Decision-Useful Information as a Target for Information Retrieval

    Apr 17, 2026Tobias Schimanski, Stefanie Lewandowski, Christian Woerle +3RelevanceSemantic Similarity Metrics

  29. What Makes a Bacterial Model a Good Reservoir Computer? Predicting Performance from Separability and Similarity

    Apr 17, 2026Laura Alonso Bartolomé, Jean-Loup Faulon, Xavier HinautBacterial Colony CountingReservoir Computing

  30. Collaborative Filtering Through Weighted Similarities of User and Item Embeddings

    Apr 16, 2026Pedro R. Pires, Rafael T. Sereicikas, Gregorio F. Azevedo +1Collaborative FilteringRecommendation

  31. Brain Score Tracks Shared Properties of Languages: Evidence from Many Natural Languages and Structured Sequences

    Apr 16, 2026Jingnong Qu, Ashvin Ranjan, Shane Steinert-ThrelkeldLegal Natural Language Processing BenchmarksModel Activations

  32. CLAY: Conditional Visual Similarity Modulation in Vision-Language Embedding Space

    Apr 13, 2026Sohwi Lim, Lee Hyoseok, Jungjoon Park +1Composed Image RetrievalVision-Language

  33. Similarity of Neural Network Representations in Superposition

    Mar 31, 2026Sunny Liu, Habon Issa, André Longon +4Implicit Neural RepresentationsLatent Representation Alignment

  34. PROMPT2BOX: Uncovering Entailment Structure among LLM Prompts

    Mar 22, 2026Neeladri Bhuiya, Shib Sankar Dasgupta, Andrew McCallum +1Instruction-Tuned ModelsPrompt Engineering

  35. Rethinking Evaluation in Retrieval-Augmented Personalized Dialogue: A Cognitive and Linguistic Perspective

    Mar 15, 2026Tianyi Zhang, David TraumConversational BenchmarksInformation Retrieval Metrics

  36. Model Specific Task Similarity for Vision Language Model Selection via Layer Conductance

    Feb 1, 2026Wei Yang, Hong Xie, Tao Tan +3Vision-LanguageModel Selection

  37. From Similarity to Vulnerability: Key Collision Attack on LLM Semantic Caching

    Jan 30, 2026Zhixiang Zhang, Zesen Liu, Yuchong Xie +2Language Model Evasion AttacksCache

  38. Why Can't I Open My Drawer? Mitigating Object-Driven Shortcuts in Zero-Shot Compositional Action Recognition

    Jan 22, 2026Geo Ahn, Inwoong Lee, Taeoh Kim +3Open-Vocabulary Action RecognitionShortcuts

  39. Nonnegative matrix factorizations and related compositional models: Equivalence, identifiability, and an application on the grain-size analysis of sediments

    Dec 25, 2025Qianqian Qi, Peter G. M. van der Heijden, Maarten A. PrinsNonnegative Matrix FactorizationIdentifiability

  40. Taming Modality Entanglement in Continual Audio-Visual Segmentation

    Oct 20, 2025Yuyang Hong, Qi Yang, Tao Zhang +5Video Object SegmentationEntanglement

  41. LMEnt: A Suite for Analyzing Knowledge in Language Models from Pretraining Data to Representations

    Sep 3, 2025Daniela Gottesman, Alon Gilae-Dotan, Ido Cohen +4Large Language Model PretrainingMultimodal Knowledge Editing

  42. Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever

    Aug 20, 2025Yixin Chen, Ying Xiong, Shangyu Wu +4Application Programming InterfacesSemantic Similarity Metrics

  43. Divergence-Based Similarity Function for Multi-View Contrastive Learning

    Jul 9, 2025Jaehyoung Jeon, Cheolsu Lim, Myungjoo KangContrastive LearningMulti-View

  44. HiT-JEPA: A Hierarchical Self-supervised Trajectory Embedding Framework for Similarity Computation

    Jun 17, 2025Lihuan Li, Hao Xue, Shuang Ao +2Trajectory PredictionSphere-Jepa

  45. Similarity as Reward Alignment: Robust and Versatile Preference-based Reinforcement Learning

    Jun 14, 2025Sara Rajaram, R. James Cotton, Fabian H. SinzSemantic Similarity MetricsTwo-Sample Testing

  46. Popular but Wrong: Understanding and Mitigating LLM Overconfidence through Knowledge Popularity

    May 23, 2025Shiyu Ni, Keping Bi, Jiafeng Guo +1Large Language Model UncertaintyOverconfidence

  47. Multimodal Language Models as Text-to-Image Model Evaluators

    May 1, 2025Jiahui Chen, Candace Ross, Reyhane Askari-Hemmat +5Text-To-ImageEvaluation Benchmarks

  48. Learning from Many Voices: Literary MT Using Multi-Reference Human and Synthetic Data

    Dec 24, 2024Si Wu, John Wieting, David A. SmithMachine TranslationMultimodal Dataset

  49. Personalized Additive Modeling for Multi-level Federated Learning

    May 26, 2024Shutong Chen, Guodong Long, Tianyi Zhou +3Federated LearningLogistic Regression

  50. Knowledge Graph and Accurate Portrait Construction of Scientific and Technological Academic Conferences

    Apr 11, 2022Runyu Yu, Zhe Xue, Ang LiKnowledge GraphsPortraits