Task Framing

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8 papers in the last four weeks, up 60% on the four weeks before. 0.1% of all new papers.

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  1. Persona and Persuasive Framing in AI Voice Agents: A 2×22\times2 Field Experiment with Children

    Sep 30, 2026Thilo Tamme, David Steck, Anton HantelPersuasionNudges

    Technical University of Munich · Massachusetts Institute of Technology

  2. What Should a Self-Teacher See? Privileged Context Design for On-Policy Self-Distillation

    Sep 22, 2026Kanghui Tian, Siyuan Liu, Tianxiang Jiang +8Self-TeacherTeacher

    Fudan University · Shanghai Artificial Intelligence Laboratory · Nanjing University +4

  3. AfriSyCo: Measuring Assertive Framing, Verification, and Wording Sensitivity Around African-Language Content

    Sep 15, 2026David Ababio Awuni, Rose-Mary Owusuaa Mensah Gyening, Elvis Gyasi OwusuTask FramingAfrican Languages

  4. TwinICL: Diagnosing Multimodal In-Context Learning through Paired Counterfactuals

    Sep 14, 2026Zihan Xue, Po-Yi Lu, Serhii Honcharenko +5Multimodal LearningIn-Context Learning

    University of California, Los Angeles · 2National Taiwan University · 3Texas A&M University +2

  5. Recognizing Is Not Reversing: A Controlled Inversion Test of Fact-Preserving News Framing

    Sep 12, 2026Yi LiuTask FramingGaussian Salience

    University of Science and Technology of China

  6. From Echo Chambers to Epistemic Monoculture: Large Language Models Present Temporally Contingent Partisan Alignments as Knowledge

    Sep 7, 2026Wend K. TamPolitical DiscourseLarge Language Model Alignment

    National Center for Supercomputing Applications at the University of Illinois at Urbana-Champaign

  7. We're Cooked! - Probing LLM Political Alignment Via Conflict-Framed Recipe Translation

    Sep 7, 2026Svetlana Gorovaia, Angelica Henestrosa, Ivan P. YamshchikovLarge Language Model AlignmentIdeology

    CAIRO, Technical University of Applied Sciences Würzburg-Schweinfurt Würzburg, Germany

  8. FramingQA: Does the Question Shape the Answer? Measuring the Compositional Framing Effect

    Sep 7, 2026Hazel H. Kim, Andrew M. Bean, Guilherme Affonso Ferreira de Camargo +10Task FramingQuestion

    Department of Computer Science, University of Oxford · Oxford Internet Institute, University of Oxford · Thomson Reuters +7

  9. Designing Proactive Thought Partners for Writing

    Sep 1, 2026Chao Zhang, Abe Davis, Chih-Wei Chen +1Ai-Assisted WritingProactive

    *Work done during an internship at Google DeepMind. · 1Cornell University · 2Google DeepMind

  10. Visual Framing for News Stance Detection via Image Generation

    Sep 1, 2026Dahyun Lee, Jiyoung Han, Kunwoo ParkTask FramingHeadlines

    Soongsil University · KAIST

  11. Beyond Good Intentions: When Does the Framing of Multilingual and Low-Resource NLP Research Become a Caricature?

    Aug 31, 2026Nedjma Ousidhoum, Noopur Zambare, Mohamed AbdallaLow-Resource LanguagesMultilingual

    Cardiff University · University of Alberta

  12. Definitional Sensitivity in Media Bias Detection: A Multi-Definition Dataset and Benchmark

    Aug 24, 2026Martin Wessel, Timo Spinde, Jürgen Pfeffer +1Large Language Model BiasTask Framing

    Technical University of Munich · Center for Digital Technology and Management (CDTM) · National Institute of Informatics (NII), Tokyo +1

  13. Do Influence Tactics Matter? Investigating Prompt Framing Effects in LLM Code Generation

    Aug 11, 2026Alex Deaconu, Anubhav Gupta, Manaal Basha +2Code GenerationTask Framing

    Alex Deaconu and Anubhav Gupta shared first authorship.

  14. Confirming Our Biases? Evaluating the Capabilities, Risks, and Societal Impact of Large Language Models

    Aug 7, 2026Mudar Adas, Polina Tsvilodub, Michael Franke +1Large Language Model BiasTask Framing

    Neuro-Cognitive Modeling Group, University of Tübingen, Sand 14, 72076 Tübingen, Germany · Department of Linguistics, University of Tübingen, Keplerstraße 2, 72074 Tübingen

  15. Discovering Conceptual Metaphors Across Topics and Media Types

    Aug 6, 2026Alexandria Leto, Rohan Das, Juan Vásquez +2MetaphorsDiscourse

    University of Colorado Boulder

  16. Bayesian and Motivated Reasoning in AI Agents

    Jul 31, 2026Eddie YangTask FramingArtificial Intelligence Agents

    Purdue University

  17. Would You Walk to the Car Wash? Revealing the Salience Bias of Large Language Models in Commonsense Reasoning

    Jul 30, 2026Zheng Wu, Chenhao Xue, Shijie Zheng +3LLM Reasoning StrategiesTask Framing

    School of Computer Science, Shanghai Jiao Tong University · ByteDance Inc

  18. Predicting Startup Exit from Textual Descriptors - A Computational Linguistics Framework

    Jul 24, 2026Alberto M. G. Saruggia, Sebastien GermanoTask FramingLinguistics

    Independent Researcher MBA Candidate, Boston University · Independent Researcher MSc Candidate in Data & AI, ECE Paris

  19. Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems

    Jul 23, 2026Gaurav DadhichCompactionArtificial Intelligence Agents

    Maximem

  20. REGARD: Regional Affective Differences in Large Language Models

    Jul 22, 2026Andrei Chetvergov, Alexander Evseev, Mikhail Solovev +5Large Language Model BiasAffective

    Ivannikov Institute for System Programming of the Russian Academy of Sciences, Moscow, Russia · Russian Presidential Academy of National Economy and Public Administration, Moscow, Russia

  21. Sympathetic Framing: Evaluating AI Alignment across Sociodemographic Groups

    Jul 22, 2026Haran Shani-Narkiss, Michael Fire, Oren TsurLarge Language Model BiasTask Framing

    University College London, London, England. · Ben-Gurion University of the Negev, Be’er Sheba, Israel.

  22. Same Game, Different Story: A Minimal Conservative Strategic Robustness Benchmark for Large Language Model Agents

    Jul 22, 2026Seyed Pouyan Mousavi Davoudi, Arshia Gharagozlou, Alireza Amiri-Margavi +2Large Language Model AgentsSocial Reasoning

    Independent Researcher in AI and Statistics Tehran, Iran · Mathematics & Statistics Department University of Minnesota Duluth Duluth, MN, USA · Computational Modeling and Simulation University of Pittsburgh Pittsburgh, PA, USA +1

  23. Discourse-Aware Policy Analysis with Argumentation: A Hybrid LLM-Symbolic Framework for Disaster Governance

    Jul 14, 2026Stylianos Loukas Vasileiou, Olga DerendiaevaArgumentation FrameworksDiscourse

    New Mexico State University · Sun Yat-Sen University

  24. The Dual Nature of LLM Persona: Aggregated Tendencies and Frame-Dependent Geometry

    Jul 2, 2026Yuan YuanArtificial Intelligence PersonasPersona Consistency

    Independent Researcher.

  25. AI Persuasive Framing in Collective Dilemmas

    Jun 26, 2026Anders Giovanni Møller, Alessia Galdeman, Arianna Pera +1CooperationNudges

    Data Science Section, IT University of Copenhagen, Denmark · Computer Science Department, University of Milan, Italy · Copenhagen Center for Social Data Science, University of Copenhagen, Denmark

  26. Auditing Framing-Sensitive Behavioral Instability in Large Language Models for Mental Health Interactions

    Jun 25, 2026Abla Bedoui, Ashley L. Greene, Mohammed CherkaouiTask FramingMental Health

    School of computer science, digital engineering and AI, Long Island University, Brooklyn, NY, USA · Department of Psychology, Long Island University, Brooklyn, NY, USA

  27. Comparing BERT Sentence-Pair Classification and Few-Shot LLM Prompting for Detecting Threat and Solution Framing in German Climate News

    Jun 25, 2026Raven Adam, David Maier, Marie KoglerTask FramingHeadlines

    University of Graz, Austria · Technical University of Graz, Austria

  28. Manipulation Is Task-Dependent: A Multi-Axis, Multi-Environment Evaluation of Frontier LLMs

    Jun 24, 2026Adeeb Zaman, Erik Nordby, Fred HeidingEmotional ManipulationLarge Language Model Evaluation

    Cambridge Boston Alignment Initiative (CBAI), Cambridge, US · The AI and Cybersecurity Institute (TAICI), Cambridge, US

  29. When AI Says "I have been in similar situations": Synthetic Lived Experience in Peer-Like Caregiver Support

    Jun 16, 2026Drishti Goel, Agam Goyal, Veda Duddu +6NarrativesTask Framing

    University of Illinois Urbana-Champaign, USA · OSF HealthCare, USA · University of Massachusetts Amherst, USA +1

  30. Frame-Conditioned Moral Computation in LLaMA 3.1-8B-Instruct: A Mechanistic Interpretability Audit of Ethical Reasoning

    Jun 13, 2026Ali Dasdan, Manan Shah, W. Russell Neuman +3Moral ReasoningTask Framing

    1KD Consulting, CA, USA · 2New York University, NY, USA

  31. Framing Migration News with LLMs: Structured CoT as a Support for Human Interpretation

    Jun 2, 2026David Alonso del Barrio, Jing Wen, Daniel Gatica-PerezTask FramingLarge Language Model Annotations

    Idiap Research Institute and EPFL Switzerland

  32. Uncovering Temporal Framing in the News

    May 29, 2026Tarek Mahmoud, Veronika Solopova, Premtim Sahitaj +7Task FramingDense Temporal Annotation

    MBZUAI, UAE · Technische Universität Berlin, Germany · German Research Center for Artificial Intelligence (DFKI), Germany +1

  33. Domain Adaptation and Reasoning Frameworks in Language Models: A Controlled Experiment with Historical Cosmology

    May 28, 2026Francesco De BernardisLarge Language Model AdaptationDomain Adaptation

    Independent Researcher

  34. SciIntBench: Measuring LLM Compliance with Research Integrity Norms Under Adversarial Framing

    May 28, 2026Almene De Meran Meguimtsop, Maria Leonor Pacheco, Daniel E. AcunaScientific DiscoveryAcademic Integrity

    Department of Computer Science, University of Colorado Boulder, Boulder, CO 80309

  35. Framing Matters: Addressing Framing Sensitivity in Decision-Making through Behaviorally-Grounded Value Alignment

    May 27, 2026Seojin Hwang, Minju Kim, Junhyuk Choi +2Task FramingLarge Language Model Decisions

    Chung-Ang University, Seoul, Korea

  36. LLM-Ideoplasticity: Measuring Ideological Plasticity in the Political Behavior of LLMs as a Context-Conditioned Distribution

    May 26, 2026Adib Sakhawat, Syed Rifat Raiyan, Tahsin Islam +3IdeologyPolitical Discourse

    Systems and Software Lab (SSL) Department of Computer Science and Engineering Islamic University of Technology, Dhaka, Bangladesh

  37. A Multi-Layer AI Framework for Information Landscape Analysis

    May 22, 2026Maryam Fooladi, Federico BottinoMisinformation DetectionAi-Based Framework

    Kakashi Ventures Accelerator (KVA) / Newjee

  38. GPF-LiveNews: A Streaming Evaluation Protocol for Group-Conditioned Framing in Large Language Models

    May 16, 2026Mohd Ariful Haque, Fahad Rahman, Kishor Datta Gupta +1Large Language Model BiasLarge Language Model Evaluation

    Clark Atlanta University · United International University

  39. To Whom Do Language Models Align? Measuring Principal Hierarchies Under High-Stakes Competing Demands

    May 12, 2026Fangyi Yu, Nabeel Seedat, Jonathan Richard Schwarz +1High-Stakes DomainsSocial Norms

    Thomson Reuters Foundational Research, 5 Canada Square, London · Imperial College London · University of Oxford

  40. Prompt Framing Distorts Count-Based Evaluation of LLM Error Detection: Evidence from Numeric Anchoring

    May 3, 2026Dekun YangCorrectnessPerformance Metric

    Zhejiang University

  41. Uncertainty Propagation in LLM-Based Systems

    Apr 26, 2026Boming Xia, Liming Zhu, Erdun Gao +3Large Language Model UncertaintyUncertainty

    1Responsible AI Research (RAIR) Centre · 2Adelaide University · 3CSIRO +1

  42. Implicit Framing in Obstetric Counseling Notes: A Grounded LLM Pipeline on a VBAC-Eligible Cohort

    Apr 24, 2026Baris Karacan, Barbara Di Eugenio, Patrick Thornton +2Task FramingClinical Notes

    University of Illinois Chicago · Chicago, IL, USA

  43. A Field Guide to Decision Making

    Apr 22, 2026Richard B. ArthurDecisionsSituational Awareness

    GE Aerospace Research, Niskayuna, NY 12309, USA

  44. Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring

    Apr 21, 2026Huy Nghiem, Phuong-Anh Nguyen-Le, Sy-Tuyen Ho +1Large Language Model BiasJobs

    University of Maryland

  45. CogniConsole: Externalizing Inference-Time Control as a Formal Abstraction for Reliable LLM Interactions

    Apr 21, 2026Vanessa Figueiredo, Wilter FranceschiInference-Time SteeringCogadapt

    Orbital Sea Regina, SK, Canada

  46. Reasoning-targeted Jailbreak Attacks on Large Reasoning Models via Semantic Triggers and Psychological Framing

    Apr 17, 2026Zehao Wang, Lanjun WangLarge Language Model JailbreaksJailbreak Attacks

    College of Intelligence and Computing, Tianjin University, Tianjin 300350, China. · School of New Media and Communication, Tianjin University, Tianjin 300072, China. · Shanghai Key Laboratory of Data Science,[cs.LG] Shanghai 200438, China.

  47. Framing Instability in LLM Ethical Stance: Auditing Negation Sensitivity in Moral Dilemmas

    Jan 29, 2026Katherine Elkins, Jon ChunMoral ReasoningTask Framing

    Kenyon College Gambier, OH

  48. Measuring Pragmatic Influence in Large Language Model Instructions

    Date pendingYilin Geng, Omri Abend, Eduard Hovy +1Task FramingInstruction-Tuned Models

    University of Melbourne · Hebrew University of Jerusalem