Task Framing

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12 papers in the last 28 days · 0.2% of indexed attention

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Period ending 2026-09-21

2 new papers

A weekly snapshot of new work published in Task Framing.

Period ending 2026-09-14

5 new papers

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Period ending 2026-09-07

6 new papers

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46 papers

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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 Framing African Languages
TwinICL: Diagnosing Multimodal In-Context Learning through Paired Counterfactuals
Sep 14, 2026Zihan Xue, Po-Yi Lu, Serhii Honcharenko +5Robust Multimodal Learning In-Context Learning
Recognizing Is Not Reversing: A Controlled Inversion Test of Fact-Preserving News Framing
Sep 12, 2026Yi LiuTask Framing Headlines
From Echo Chambers to Epistemic Monoculture: Large Language Models Present Temporally Contingent Partisan Alignments as Knowledge
Sep 7, 2026Wend K. TamPolitical Discourse Large Language Model Alignment
We're Cooked! - Probing LLM Political Alignment Via Conflict-Framed Recipe Translation
Sep 7, 2026Svetlana Gorovaia, Angelica Henestrosa, Ivan P. YamshchikovTask Framing
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 Framing
Less Is Moral: A CHARMing Framework for Moral Foundations Detection in Endorsement Behaviour
Sep 3, 2026Huixiang Fu, Marian-Andrei RizoiuMoral Reasoning Hate Speech
Designing Proactive Thought Partners for Writing
Sep 1, 2026Chao Zhang, Abe Davis, Chih-Wei Chen +1Ai-Assisted Writing Proactive
Right Frame, Wrong Rule: Cultural Cues Expose the Financial Knowledge Gap They Were Meant to Close
Sep 1, 2026Rania Elbadry, Ahmed Heakl, Saeed Almheiri +12Cultural Knowledge Task Framing
Visual Framing for News Stance Detection via Image Generation
Sep 1, 2026Dahyun Lee, Jiyoung Han, Kunwoo ParkTweet-Level Stance Detection Task Framing
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 Languages Multilingual
Definitional Sensitivity in Media Bias Detection: A Multi-Definition Dataset and Benchmark
Aug 24, 2026Martin Wessel, Timo Spinde, Jürgen Pfeffer +1Large Language Model Bias Human Annotators
Do Influence Tactics Matter? Investigating Prompt Framing Effects in LLM Code Generation
Aug 11, 2026Alex Deaconu, Anubhav Gupta, Manaal Basha +2Code Generation Task Framing
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 Bias Task Framing
Bayesian and Motivated Reasoning in AI Agents
Jul 31, 2026Eddie YangAgent Decisions Task Framing
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 +3Large Language Model Reasoning Reasoning Failures
Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems
Jul 23, 2026Gaurav DadhichAgent Memory Local Windows
REGARD: Regional Affective Differences in Large Language Models
Jul 22, 2026Andrei Chetvergov, Alexander Evseev, Mikhail Solovev +5Large Language Model Bias Affective
Sympathetic Framing: Evaluating AI Alignment across Sociodemographic Groups
Jul 22, 2026Haran Shani-Narkiss, Michael Fire, Oren TsurLarge Language Model Bias Artificial Intelligence Alignment
The Dual Nature of LLM Persona: Aggregated Tendencies and Frame-Dependent Geometry
Jul 2, 2026Yuan YuanPersonality Persona
AI Persuasive Framing in Collective Dilemmas
Jun 26, 2026Anders Giovanni Møller, Alessia Galdeman, Arianna Pera +1Cooperation Persuasion
Auditing Framing-Sensitive Behavioral Instability in Large Language Models for Mental Health Interactions
Jun 25, 2026Abla Bedoui, Ashley L. Greene, Mohammed CherkaouiTask Framing Mental Health
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 Framing Headlines
Manipulation Is Task-Dependent: A Multi-Axis, Multi-Environment Evaluation of Frontier LLMs
Jun 24, 2026Adeeb Zaman, Erik Nordby, Fred HeidingTask Framing Manipulation
Current World Models Lack a Persistent State Core
Jun 18, 2026Jinpeng Lu, Dexu Zhu, Haoyuan Shi +8World Models Persistent State
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 +6Care Peers
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 Reasoning Task Framing
Framing Migration News with LLMs: Structured CoT as a Support for Human Interpretation
Jun 2, 2026David Alonso del Barrio, Jing Wen, Daniel Gatica-PerezTask Framing Refugee Outcomes
Uncovering Temporal Framing in the News
May 29, 2026Tarek Mahmoud, Veronika Solopova, Premtim Sahitaj +7Task Framing Dense Temporal Annotation
Domain Adaptation and Reasoning Frameworks in Language Models: A Controlled Experiment with Historical Cosmology
May 28, 2026Francesco De BernardisLarge Language Model Adaptation Domain Adaptation
SciIntBench: Measuring LLM Compliance with Research Integrity Norms Under Adversarial Framing
May 28, 2026Almene De Meran Meguimtsop, Maria Leonor Pacheco, Daniel E. AcunaAcademic Integrity Scientific Discovery
Framing Matters: Addressing Framing Sensitivity in Decision-Making through Behaviorally-Grounded Value Alignment
May 27, 2026Seojin Hwang, Minju Kim, Junhyuk Choi +2Task Framing Large Language Model Decision-Making
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 +3Ideology Political Discourse
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 Bias Large Language Model Evaluation
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 Decision Social Norms
Prompt Framing Distorts Count-Based Evaluation of LLM Error Detection: Evidence from Numeric Anchoring
May 3, 2026Dekun YangTask Framing Residual Anchoring
Uncertainty Propagation in LLM-Based Systems
Apr 26, 2026Boming Xia, Liming Zhu, Erdun Gao +3Large Language Model Uncertainty Llm-Driven
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 Framing Large Language Model Pipelines
A Field Guide to Decision Making
Apr 22, 2026Richard B. ArthurDecisions Cognitive Science
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 Bias Implicit Bias
CogniConsole: Externalizing Inference-Time Control as a Formal Abstraction for Reliable LLM Interactions
Apr 21, 2026Vanessa Figueiredo, Wilter FranceschiLarge Language Model Reliability Inference-Time Control
Reasoning-targeted Jailbreak Attacks on Large Reasoning Models via Semantic Triggers and Psychological Framing
Apr 17, 2026Zehao Wang, Lanjun WangJailbreak Attacks Large Reasoning Models
Framing Instability in LLM Ethical Stance: Auditing Negation Sensitivity in Moral Dilemmas
Jan 29, 2026Katherine Elkins, Jon ChunMoral Reasoning Large Language Model Bias
Predicting Startup Exit from Textual Descriptors - A Computational Linguistics Framework
Date pendingAlberto M. G. Saruggia, Sebastien GermanoNatural Language Descriptions Task Framing
Measuring Pragmatic Influence in Large Language Model Instructions
Date pendingYilin Geng, Omri Abend, Eduard Hovy +1Task Framing Instruction-Tuned Models
Same Game, Different Story: A Minimal Conservative Strategic Robustness Benchmark for Large Language Model Agents
Date pendingSeyed Pouyan Mousavi Davoudi, Arshia Gharagozlou, Alireza Amiri-Margavi +2Large Language Model Agents Cooperation

Sep 15, 2026 · cs.CLJ/K move · Enter open · S save

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

David Ababio Awuni, Rose-Mary Owusuaa Mensah Gyening, Elvis Gyasi Owusu

AfriSyCo studies answer switching around African-language factual content with two complementary layers: native-language follow-ups and a controlled cross-language factorial whose question, options, and target remain in the African language while the follow-up framing is English. We analyze 1,415 turn-1-correct model-language-item observations derived from 100 source questions across seven open-weight checkpoints and six languages; turn-1-correct denotes observed first-response accuracy, not demonstrated knowledge. Under native prompts, assertive endorsement produces 29.3 percentage points more any-turn false-target selection than mention-plus-verification (M+V), with a 19.0-point immediate T2 contrast. In the precommitted 2 x 2 factorial, averaged over three tested prompt families, assertive framing increases target selection by 30.4 points (95% CI [28.4, 32.3]); verification decreases it by 17.4 points, while the assertive effect rises from 20.5 points without verification to 40.2 with it (interaction +19.7). The effect remains 34.8 points among 611 observations correct after option reordering. Magnitude varies sharply by wording and checkpoint: prompt-family effects span 20.1-42.5 points, a Twi/Qwen3 paraphrase shifts target selection from 70.8% to 4.2%, and checkpoint effects span 9.2-47.0 points. Prompt realization is therefore part of the measurement problem.

Task Framing African Languages

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