Interpretation

Ask about this topic

Momentum

12 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

Jul 6Week of Sep 21
View on map

Latest papers 60

All topics
CardsList

  1. Designing for Interpretation Uncertainty: Architecture and Principles for Topological Learning Analytics Dashboards

    Oct 1, 2026Hitoshi Inoue, Koichi YasutakeTopologyVisual Analytics

    Nakamura Gakuen University 5-7-1 Befu, Jonan-ku, Fukuoka City, 814-0198 JAPAN · Hiroshima University 1-1-1 Kagamiyama, Higashi-Hiroshima City, 734-8524 JAPAN

  2. Compound interpretation is based on analogy

    Oct 1, 2026Tian Shen, Harald BaayenCompositionalityAnalogy

    School of Foreign Languages, Northwest University, Xi’an, China · Department of Quantitative Linguistics, University of Tübingen, Tübingen, Germany

  3. Interpreting and Evaluating Dynamic-Rate Speech Codec Boundaries

    Sep 29, 2026Han Wang, Jiaqi Li, Yingda Shen +2Neural Speech CodecsSpeech Encoder

    The Chinese University of Hong Kong, Shenzhen · Zhejiang University · Amphion Technology Co., Ltd.

  4. Prospective Interpretation Risk: Principled Communication Control Between LLMs

    Sep 27, 2026Wanrong Yang, Rehan Deen, Julian Ma +7InterpretationConformal Risk Control

    University of Liverpool · Independent Researcher · University College London +1

  5. Agentic Detection of Online Conspiracies

    Sep 24, 2026Lior Biton, Oren TsurArtificial Intelligence DetectionDiscourse

    Department of Computer and Information Science Ben-Gurion University of the Negev, Israel

  6. When Are Aggregate Agent Traces Diagnosable? Traffic-Governed Interpretation and Calibrated Abstention

    Sep 22, 2026Peiying Zhu, Sidi ChangTracesFault Diagnosis

    Blossom AI San Francisco, CA, USA

  7. What do VLM-Based Vision-Language Navigation Models Rely on: Interpreting and Steering Policy Behavior

    Sep 21, 2026Débora Oliveira Makowski, Samiran Gode, Abhijeet Nayak +4Vision-Language NavigationVision-Language Foundation Models

    University of Technology Nuremberg. · ETH Zürich. · Inria, Ecole Normale Sup´erieure, CNRS, PSL Research University.

  8. Representation-guided in-context learning for medical image interpretation with multimodal large language models

    Sep 21, 2026Minda Zhao, Fangyu Hu, Yan Luo +8Medical Vision-Language ModelsMultimodal Clinical Data

    Harvard AI and Robotics Lab, Schepens Eye Research Institute of Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA · Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA · Department of Ophthalmology, National Taiwan University Hospital, Taipei City, Taiwan +6

  9. ORION-CMR: On-scanner Reporting with Integrated Foundation Model for End-to-End Cardiac MRI Analysis and Interpretation

    Sep 20, 2026Omer Burak Demirel, Kelly K. Horst, Alessio Perazzolo +15Cardiac Magnetic Resonance ImagingCardiac

    MR Clinical Science, Philips North America, MN, USA · Department of Radiology, Mayo Clinic Rochester, Rochester, MN, USA

  10. Ranking Competing geologic interpretations via foundation-model-assisted generative hydrologic inversion

    Sep 17, 2026Harun Ur Rashid, Daniel O'MalleyGeological Semantic UnderstandingProbabilistic Basin-Scale Runoff Lstms

    Earth and Environmental Sciences Division, Los Alamos National Laboratory, Los Alamos, NM, USA

  11. Interpreting and Steering LLM Agents for Social Simulations

    Sep 14, 2026Jiayue Gaveal Fan, Arul Murugan, Shreyas Krishnan +1Scaling Improve Social SimulationLarge Language Model Agents

    1Data Innovation and AI Lab (DIAL), University of California, Berkeley · 2National Bureau of Economic Research (NBER)

  12. MultiHuSE: A Multimodal Dataset for Humour Styles and Emotions

    Sep 11, 2026Mary Ogbuka Kenneth, Foaad Khosmood, Abbas EdalatHumorEmotion Recognition

    Algorithmic Human Development group, Department of Computing Imperial College London London, United Kingdom · Computer Engineering Department California Polytechnic State University San Luis Obispo, United States

  13. Interpreting Object-Dependent Concept Brittleness in Text-to-Image Diffusion Models

    Sep 9, 2026Yifan Yuan, Xiangyu Liu, Hongming Shan +5Text-To-Image Diffusion ModelsDiffusion Models

  14. From Answers to Interpretations: Rethinking Ambiguity-Induced Aleatoric Uncertainty Estimation in LLMs

    Sep 7, 2026Omer Nahum, Niv Nayman, Jonathan Fhima +4Large Language Model UncertaintyAmbiguity

    Data and Decision Sciences, Technion, Israel · Amazon Web Services · Computer Vision Group, University of Bern, Switzerland

  15. CheXGround: Anatomical Region Tokens for Grounded Longitudinal Chest X-ray Interpretation

    Aug 31, 2026Adonay Demewez Gebremedhin, Wessam Shehieb, Sara Alansari +4Chest X-RayMedical Vision-Language Models

    Ajman University Ajman, United Arab Emirates · University of Birmingham Birmingham, United Kingdom · Khalifa University Abu Dhabi, United Arab Emirates +1

  16. Interpreting and Steering for Safe and Correct Code Generation

    Aug 30, 2026Hao Yan, Ziyu YaoLarge Language Model SafetyVulnerable Code

    Department of Computer Science George Mason University, Fairfax, VA

  17. Verifiably grounded machine interpretation of lunar geology

    Aug 10, 2026Tom Sander, Kay Wohlfarth, Christian WöhlerGeological Semantic UnderstandingRosetta

    Image Analysis Group, TU Dortmund University, 44227 Dortmund, Germany

  18. MemeBench: What LVLMs Miss When Interpreting Culture-Dependent Memes

    Jul 30, 2026Weihang Wang, Kainan Tu, Jielei Zhang +9MemesInterpretation

    1Bilibili · 2Fudan University · 3Peking University

  19. Chart-Supported or Model-Supplied? Examining MLLM-Generated Claims for Accessible Visualization

    Jul 27, 2026Ishrat Jahan Eliza, Md Dilshadur RahmanMultimodal Large Language ModelsChart

    University of Utah

  20. How Much Human Label Variation Does Formal Semantic Structure Explain?: Group-Level Effects and Item-Level Ceilings in NLI

    Jul 17, 2026Haram ChoiNatural Language InferenceInterpretation

    University of Bremen

  21. From Reconstruction to Interpretation: Zero-Setup Multi-Phase Segmentation of X-ray Tomography Data

    Jul 13, 2026Pradyumna Elavarthi, Arun J. Bhattacharjee, Harrison Lisabeth +4X-RayCone-Beam Computed Tomography

    Department of Computer Science, University of Cincinnati. · Energy Geosciences Division, Lawrence Berkeley National Laboratory. · Center for Advanced Mathematics in Energy Research Applications, Lawrence Berkeley National Laboratory. +1

  22. Understanding Interpretation Difficulty in Harmful Online Communication: Insights from Cybercrime Communities

    Jul 8, 2026Tomohiro Okatsu, Naoki Takada, Yin Min Pa Pa +2Harmful ContentInterpretation

    Yokohama National University, Japan

  23. ORCAID: Oblique Rule-Based Continuous-Action Interpretation for Deep RL Policies

    Jul 8, 2026Ignacio D. Lopez-Miguel, Ezio Bartocci, Thomas Eiter +1Action SpaceDecision Trees

    TU Wien Vienna, Austria

  24. Seeing Is Not Sharing: Some Vision-Language Models Overestimate Common Ground in Asymmetric Dialogue

    Jun 30, 2026Nan Li, Albert Gatt, Massimo PoesioInterpretation

    Utrecht University, Utrecht, The Netherlands

  25. The Riddle Riddle: Testing Flexible Reasoning in Large Language Models and Humans

    Jun 25, 2026Bella Fascendini, Kathryn McGregor, Max D. Gupta +1LLM Reasoning StrategiesReasoning Skills

    Department of Psychology, Princeton University · Department of Computer Science, Princeton University

  26. Radical AI Interpretability

    Jun 25, 2026Daniel A. Herrmann, Benjamin A. LevinsteinTrustworthy Artificial IntelligenceMechanistic Interpretability

    University of North Carolina, Chapel Hill · Anthropic · University of Illinois, Urbana-Champaign

  27. A Reward-Petri-Net Interpretation of Temporal Behavior Trees

    Jun 19, 2026Till Schmeil, Günther Waxenegger-Wilfing, Sebastian SchirmerBehavior TreeLinear Temporal Logics

    University of Würzburg, Germany · German Aerospace Center (DLR), Germany

  28. LLM-Based Multi-Reference Evaluation for Efficient and Robust Assessment of Phrase Break Annotations

    Jun 19, 2026Younghan Park, Hoyeon Lee, Hawon Jeong +1Large Language Model AnnotationsProsody

    NAVER Cloud, South Korea · Yonsei University, South Korea · KAIST AI, South Korea

  29. Data Intelligence Agents: Interpreting, Modeling, and Querying Enterprise Data via Autonomous Coding Agents

    Jun 17, 2026Anoushka Vyas, Aarushi Dhanuka, Sina Khoshfetrat Pakazad +1Data Science AgentsArtificial Intelligence Agents

    C3 AI

  30. PEC-Home: Interpretation of Progressively Elliptical Commands in Smart Homes

    Jun 17, 2026Yingyu Shan, Zeming Liu, Silin Li +4Smart HomesAmbiguity

    Beijing Institute of Technology · Beihang University · Baidu Inc.

  31. Bridging the Usability Gap: Lessons from Interpreting Studies for Machine Interpreting Design

    Jun 14, 2026Claudio FantinuoliInteraction DesignInterpretation

    University of Mainz

  32. A Projection-Based Surrogate Gradient Interpretation for Neural Codec Wrappers

    Jun 12, 2026Esteban Pesnel, Julien Le Tanou, Michael Ropert +2Neural CodecsSurrogate Gradient

    COMPACT · MediaKind, Rennes, France · INRIA, Rennes, France

  33. Diffusion-Refined Segmentation and Vision-Language Interpretation for Pediatric Brain Tumor MRI

    Jun 12, 2026Wentao Ke, Jianche LiuBrain Tumor SegmentationMagnetic Resonance Imaging

    Department of Mechanical Engineering Stanford University · School of Medicine Stanford University

  34. Finding Multiple Interpretations in Datasets

    Jun 10, 2026Matthew Chak, Paul AndersonTranscriptomicsData Mining

    Department of Computer Science California Polytechnic State University San Luis Obispo, CA, US

  35. FADA: Accessible fetal ultrasound interpretation and annotation with a selectively distilled unified vision-language model

    Jun 9, 2026Mahmood Alzubaidi, Uzair Shah, Raden Muaz +6Prenatal UltrasoundFundus Images

    College of Science and Engineering , Hamad Bin Khalifa University,2026 Doha, Qatar. · Center for Clinical Precision Medicine and Genomics, HMC, Doha, Qatar.Jun · 3Advanced AlRazi Diagnostic Center, Al-Hodeidah, Yemen. +1

  36. Interpreting and Steering a Text-to-Speech Language Model with Sparse Autoencoders

    Jun 8, 2026Nikita Koriagin, Georgii Aparin, Nikita Balagansky +1Text-To-Speech SynthesisInterpretation

    ♣T-Tech · ♦AI Foundation and Algorithm Lab

  37. HKJudge: A Legal Discourse-Annotated Corpus for Interpreting What Courts Find, How They Reason, and What They Rule

    Jun 4, 2026Xi Xuan, Wenxin Zhang, Yufei Zhou +2CourtText Corpora

    City University of Hong Kong · University of Chinese Academy of Sciences

  38. Inside the Visual Mind: Neuroscience-Motivated Concept Circuits for Interpreting and Steering Vision Transformers

    Jun 4, 2026Tang Li, Yanlin Chen, Mengmeng Ma +1Self-Supervised Vision TransformersVision Transformer

    Department of Computer & Information Science, University of Delaware, Newark, DE, USA · Department of Computer Science, University of Virginia, Charlottesville, VA, USA

  39. Multilingual Idioms in Sentences and Conversations Across High-, Medium-, and Low-Resource Languages

    Jun 1, 2026Saeed Almheiri, Bilal Elbouardi, Salsabila Zahirah Pranida +16IdiomLow-Resource Languages

    1Mohamed bin Zayed University of Artificial Intelligence · University of Hamburg · 3Manipal University +4

  40. Knowing but Not Showing: LLMs Recognize Ambiguity but Rarely Ask Clarifying Questions

    May 24, 2026Jinyan Su, Claire CardieClarificationAmbiguity

    1Cornell University

  41. Interpretation, Learning, and Empathy as One Constraint: A Residual-Adequacy Architecture with Accountable Abstention

    May 24, 2026Chainarong AmornbunchornvejAbstentionAbductive Reasoning

    National Electronics and Computer Technology Center (NECTEC), 112 Phahonyothin Road, Khlong Nueng, Khlong Luang, Pathum Thani 12120, Thailand

  42. The Neglected Baseline in Model Interpretation

    May 21, 2026Yongjin Cui, Xiaohui FanInterpretationDense Baseline

    Zhejiang University

  43. Interpreting and Enhancing Emotional Circuits in Large Vision-Language Models via Cross-Modal Information Flow

    May 21, 2026Chengsheng Zhang, Chenghao Sun, Zhining Xie +1Emotional RegulationCross-Modal

    MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, University of Science and Technology of China · AIPD, Tencent

  44. HalluCXR: Benchmarking and Mitigating Hallucinations in Medical Vision-Language Models for Chest Radiograph Interpretation

    May 19, 2026Haoyu Wang, Zitong LiMedical Vision-Language ModelsChest X-Ray

    Department of Biostatistics & Health Informatics, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK

  45. Lost in Interpretation: The Plausibility-Faithfulness Trade-off in Cross-Lingual Explanations

    May 19, 2026Somnath Banerjee, Pranav Jha, Rima Hazra +1Explainable AI MethodsCross-Lingual Consistency

    Indian Institute of Technology Kharagpur · TCG Crest · National University of Singapore

  46. WhiteTesseract: Reframing the Interpretation of Cultural Heritage through XR and Conversational AI

    May 16, 2026Jingjing Li, Zhi Liu, Xiyao Jin +2Cultural HeritageArchive

    University of Tsukuba, Japan

  47. Agentic Interpretation: Lattice-Structured Evidence for LLM-Based Program Analysis

    May 12, 2026Jacqueline L. Mitchell, Chao WangProgram AnalysisApplication Programming Interfaces

    University of Southern California, Los Angeles, California, USA

  48. Efficient Neural Architectures for Real-Time ECG Interpretation on Limited Hardware

    May 11, 2026Ashery Mbilinyi, Callum O'Riley, Julia Handra +8Electrocardiogram ClassificationAdult-To-Pediatric Electrocardiogram Transfer

    Department of Computer Science University of Victoria Victoria, Canada · Department of Electrical and Computer Engineering University of British Columbia Vancouver, Canada · Faculty of Medicine University of British Columbia Vancouver, Canada +4

  49. On the Wasserstein Gradient Flow Interpretation of Drifting Models

    May 6, 2026Arthur Gretton, Li Kevin Wenliang, Alexandre Galashov +3Wasserstein Gradient FlowsGenerative Models

    Google DeepMind

  50. Taming the Centaur(s) with LAPITHS: a framework for a theoretically grounded interpretation of AI performances

    Apr 30, 2026Matteo Da Pelo, Alessio Donvito, Claudio Frongia +2Cognitive ScienceArtificial Intelligence Models

    University of Cagliari, Italy · University of Bari Aldo Moro, Italy · University of Salerno, CIIT Lab, Italy

  51. APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation

    Apr 30, 2026Pengyun Zhu, Qiheng Sun, Long Wen +7SummarizationText Corpora

    Tianjin University · Zhejiang University · North University of China +3

  52. Explanation Quality Assessment as Ranking with Listwise Rewards

    Apr 27, 2026Thomas Bailleux, Tanmoy Mukherjee, Emmanuel Lonca +2RankingReward Signal

    CRIL, Univ. Artois & CNRS, France · Institut Universitaire de France

  53. IdiomX A Multilingual Benchmark for Idiom Understanding, Retrieval, and Interpretation

    Apr 25, 2026Ayman Ali ShararaIdiomMultilingual Benchmark

    MSc Data Science & Machine Learning (SPOC S21) Data ScienceTech Institute (DSTI)

  54. Structured Disagreement in Health-Literacy Annotation: Epistemic Stability, Conceptual Difficulty, and Agreement-Stratified Inference

    Apr 21, 2026Olga Kellert, Sriya Kondury, Candice Koo +2DisagreementInterpretation

    Arizona State University

  55. More Than Meets the Eye: Measuring the Semiotic Gap in Vision-Language Models via Semantic Anchorage

    Apr 19, 2026Wei HeWeak Visual GroundingSemantic Gap

    IDSAI, University of Exeter Exeter, UK

  56. Comparing Human and Large Language Model Interpretation of Implicit Information

    Apr 18, 2026Antonio De Santis, Tommaso Bonetti, Andrea Tocchetti +1Natural Language InferenceLLM Reasoning Strategies

    Politecnico di Milano, Italy

  57. EPIC-EuroParl-UdS: Information-Theoretic Perspectives on Translation and Interpreting

    Mar 10, 2026Maria Kunilovskaya, Christina PollkläsenerText CorporaLinguistics

    Saarland University · University of Hildesheim

  58. MedRepBench: A Comprehensive Benchmark for Medical Report Interpretation

    Aug 21, 2025Fangxin Shang, Yuan Xia, Dalu Yang +2Medical Visual Question AnsweringMedical Report Generation

    Baidu Inc., China

  59. Q-SiT: Teaching LMMs for Image Quality Scoring and Interpreting

    Mar 12, 2025Zicheng Zhang, Haoning Wu, Ziheng Jia +2Image Quality AssessmentLarge Multimodal Models

    Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, China · S-Lab, Nanyang Technological University, Singapore · School of Computer Science and Engineering, Nanyang Technological University, Singapore

  60. Your Agent Says Yes: Interpreting Adversarial Market Behavior Beyond Individual Transactions

    Date pendingZelin Li, Yiyun Su, Matt White +3Strategic AgentsTransaction Evidence

    The Ohio State University · Rutgers University · University of California, Berkeley +3