{"total":348,"rows":[{"id":"2110.01691","title":"AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Prompts","created":"2021-10-04","cited_by_count":268,"area":null},{"id":"2211.03540","title":"Measuring Progress on Scalable Oversight for Large Language Models","created":"2022-11-04","cited_by_count":225,"area":null},{"id":"2101.00288","title":"Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models","created":"2021-01-01","cited_by_count":222,"area":null},{"id":"2202.01602","title":"The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective","created":"2022-02-03","cited_by_count":159,"area":null},{"id":"2209.11326","title":"Towards Faithful Model Explanation in NLP: A Survey","created":"2022-09-22","cited_by_count":130,"area":null},{"id":"2310.19775","title":"Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions","created":"2023-10-30","cited_by_count":125,"area":null},{"id":"2110.10790","title":"Human-Centered Explainable AI (XAI): From Algorithms to User Experiences","created":"2021-10-20","cited_by_count":123,"area":null},{"id":"2306.01941","title":"AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap","created":"2023-06-02","cited_by_count":123,"area":null},{"id":"2102.09692","title":"To Trust or to Think: Cognitive Forcing Functions Can Reduce Overreliance on AI in AI-assisted Decision-making","created":"2021-02-19","cited_by_count":118,"area":null},{"id":"2212.06823","title":"Explanations Can Reduce Overreliance on AI Systems During Decision-Making","created":"2022-12-13","cited_by_count":111,"area":null},{"id":"2305.11859","title":"Complex Claim Verification with Evidence Retrieved in the Wild","created":"2023-05-19","cited_by_count":110,"area":null},{"id":"2401.06730","title":"Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty","created":"2024-01-12","cited_by_count":106,"area":null},{"id":"2405.06087","title":"When combinations of humans and AI are useful: A systematic review and meta-analysis","created":"2024-05-09","cited_by_count":106,"area":null},{"id":"2212.09746","title":"Evaluating Human-Language Model Interaction","created":"2022-12-19","cited_by_count":92,"area":null},{"id":"2105.14944","title":"The effectiveness of feature attribution methods and its correlation with automatic evaluation scores","created":"2021-05-31","cited_by_count":88,"area":null},{"id":"2112.11471","title":"Towards a Science of Human-AI Decision Making: A Survey of Empirical Studies","created":"2021-12-21","cited_by_count":86,"area":null},{"id":"2210.11584","title":"Towards Human-centered Explainable AI: A Survey of User Studies for Model Explanations","created":"2022-10-20","cited_by_count":85,"area":null},{"id":"2302.02187","title":"Appropriate Reliance on AI Advice: Conceptualization and the Effect of Explanations","created":"2023-02-04","cited_by_count":83,"area":null},{"id":"2103.01035","title":"If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques","created":"2021-02-26","cited_by_count":82,"area":null},{"id":"2212.07430","title":"Interactive Concept Bottleneck Models","created":"2022-12-14","cited_by_count":79,"area":null},{"id":"2301.07255","title":"Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations","created":"2023-01-18","cited_by_count":73,"area":null},{"id":"2203.15144","title":"Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support","created":"2022-03-28","cited_by_count":68,"area":null},{"id":"2204.11788","title":"Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation","created":"2022-04-25","cited_by_count":67,"area":null},{"id":"2301.05809","title":"Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making","created":"2023-01-14","cited_by_count":67,"area":null},{"id":"2405.00623","title":"\"I'm Not Sure, But...\": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust","created":"2024-05-01","cited_by_count":67,"area":null},{"id":"2101.09824","title":"Beyond Expertise and Roles: A Framework to Characterize the Stakeholders of Interpretable Machine Learning and their Needs","created":"2021-01-24","cited_by_count":64,"area":null},{"id":"2210.03735","title":"\"Help Me Help the AI\": Understanding How Explainability Can Support Human-AI Interaction","created":"2022-10-02","cited_by_count":63,"area":null},{"id":"2101.05303","title":"Understanding the Effect of Out-of-distribution Examples and Interactive Explanations on Human-AI Decision Making","created":"2021-01-13","cited_by_count":58,"area":null},{"id":"2402.17385","title":"Determinants of LLM-assisted Decision-Making","created":"2024-02-27","cited_by_count":56,"area":null},{"id":"2202.05402","title":"Do People Engage Cognitively with AI? Impact of AI Assistance on Incidental Learning","created":"2022-02-11","cited_by_count":53,"area":null},{"id":"2310.12558","title":"Large Language Models Help Humans Verify Truthfulness -- Except When They Are Convincingly Wrong","created":"2023-10-19","cited_by_count":51,"area":null},{"id":"2305.07722","title":"In Search of Verifiability: Explanations Rarely Enable Complementary Performance in AI-Advised Decision Making","created":"2023-05-12","cited_by_count":50,"area":null},{"id":"2310.13448","title":"Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning","created":"2023-10-20","cited_by_count":49,"area":null},{"id":"2204.13828","title":"Designing for Responsible Trust in AI Systems: A Communication Perspective","created":"2022-04-29","cited_by_count":48,"area":null},{"id":"2202.08821","title":"Human-Algorithm Collaboration: Achieving Complementarity and Avoiding Unfairness","created":"2022-02-17","cited_by_count":45,"area":null},{"id":"2302.09466","title":"RePrompt: Automatic Prompt Editing to Refine AI-Generative Art Towards Precise Expressions","created":"2023-02-19","cited_by_count":43,"area":null},{"id":"2205.03295","title":"The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations","created":"2022-05-06","cited_by_count":41,"area":null},{"id":"2301.11333","title":"Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems","created":"2023-01-25","cited_by_count":41,"area":null},{"id":"2402.12715","title":"The Clever Hans Mirage: A Comprehensive Survey on Spurious Correlations in Machine Learning","created":"2024-02-20","cited_by_count":41,"area":null},{"id":"2206.10847","title":"Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI","created":"2022-06-22","cited_by_count":40,"area":null},{"id":"2204.02310","title":"Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support","created":"2022-04-05","cited_by_count":39,"area":null},{"id":"2208.00780","title":"Visual correspondence-based explanations improve AI robustness and human-AI team accuracy","created":"2022-07-26","cited_by_count":39,"area":null},{"id":"2412.10999","title":"Cocoa: Co-Planning and Co-Execution with AI Agents","created":"2024-12-14","cited_by_count":39,"area":null},{"id":"2502.08554","title":"Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies","created":"2025-02-12","cited_by_count":39,"area":null},{"id":"2401.06431","title":"Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs","created":"2024-01-12","cited_by_count":38,"area":null},{"id":"2402.16795","title":"If in a Crowdsourced Data Annotation Pipeline, a GPT-4","created":"2024-02-26","cited_by_count":38,"area":null},{"id":"2403.16812","title":"Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making","created":"2024-03-25","cited_by_count":38,"area":null},{"id":"2301.06937","title":"Improving Human-AI Collaboration With Descriptions of AI Behavior","created":"2023-01-06","cited_by_count":36,"area":null},{"id":"2201.06028","title":"Natural Language Deduction through Search over Statement Compositions","created":"2022-01-16","cited_by_count":35,"area":null},{"id":"2404.00029","title":"Complementarity in Human-AI Collaboration: Concept, Sources, and Evidence","created":"2024-03-21","cited_by_count":35,"area":null},{"id":"2504.07114","title":"ChatBench: From Static Benchmarks to Human-AI Evaluation","created":"2025-03-22","cited_by_count":34,"area":null},{"id":"2208.07960","title":"Advancing Human-AI Complementarity: The Impact of User Expertise and Algorithmic Tuning on Joint Decision Making","created":"2022-08-16","cited_by_count":33,"area":null},{"id":"2205.05057","title":"Sensible AI: Re-imagining Interpretability and Explainability using Sensemaking Theory","created":"2022-05-10","cited_by_count":32,"area":null},{"id":"2205.09696","title":"Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging","created":"2022-05-19","cited_by_count":32,"area":null},{"id":"2303.09224","title":"Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction","created":"2023-03-16","cited_by_count":32,"area":null},{"id":"2305.09770","title":"ConvXAI: Delivering Heterogeneous AI Explanations via Conversations to Support Human-AI Scientific Writing","created":"2023-05-16","cited_by_count":31,"area":null},{"id":"2112.12596","title":"Explainable Medical Imaging AI Needs Human-Centered Design: Guidelines and Evidence from a Systematic Review","created":"2021-12-21","cited_by_count":30,"area":null},{"id":"2209.03943","title":"The Utility of Explainable AI in Ad Hoc Human-Machine Teaming","created":"2022-09-08","cited_by_count":30,"area":null},{"id":"2111.11297","title":"Teaching Humans When To Defer to a Classifier via Exemplars","created":"2021-11-22","cited_by_count":29,"area":null},{"id":"2205.05126","title":"A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making","created":"2022-05-10","cited_by_count":29,"area":null},{"id":"2301.09656","title":"Selective Explanations: Leveraging Human Input to Align Explainable AI","created":"2023-01-23","cited_by_count":29,"area":null},{"id":"2204.06916","title":"Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making","created":"2022-04-14","cited_by_count":28,"area":null},{"id":"2401.15356","title":"A Decision Theoretic Framework for Measuring AI Reliance","created":"2024-01-27","cited_by_count":28,"area":null},{"id":"2307.10168","title":"LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs","created":"2023-07-19","cited_by_count":27,"area":null},{"id":"2501.17546","title":"Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI Assistant","created":"2025-01-29","cited_by_count":26,"area":null},{"id":"2204.03025","title":"Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment","created":"2022-04-06","cited_by_count":25,"area":null},{"id":"2209.11812","title":"Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making","created":"2022-09-23","cited_by_count":25,"area":null},{"id":"2302.06503","title":"Ground(less) Truth: A Causal Framework for Proxy Labels in Human-Algorithm Decision-Making","created":"2023-02-13","cited_by_count":25,"area":null},{"id":"2406.01382","title":"Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization Function","created":"2024-06-03","cited_by_count":24,"area":null},{"id":"2204.05212","title":"Single-Turn Debate Does Not Help Humans Answer Hard Reading-Comprehension Questions","created":"2022-04-11","cited_by_count":23,"area":null},{"id":"2310.13544","title":"A Diachronic Perspective on User Trust in AI under Uncertainty","created":"2023-10-20","cited_by_count":23,"area":null},{"id":"2308.10800","title":"Fact-checking information from large language models can decrease headline discernment","created":"2023-08-21","cited_by_count":22,"area":null},{"id":"2310.16924","title":"Physician Detection of Clinical Harm in Machine Translation: Quality Estimation Aids in Reliance and Backtranslation Identifies Critical Errors","created":"2023-10-25","cited_by_count":22,"area":null},{"id":"2312.04021","title":"A Study on the Calibration of In-context Learning","created":"2023-12-07","cited_by_count":22,"area":null},{"id":"2204.05426","title":"ProtoTEx: Explaining Model Decisions with Prototype Tensors","created":"2022-04-11","cited_by_count":21,"area":null},{"id":"2307.13566","title":"The Impact of Imperfect XAI on Human-AI Decision-Making","created":"2023-07-25","cited_by_count":21,"area":null},{"id":"2311.06305","title":"A Systematic Review on Fostering Appropriate Trust in Human-AI Interaction","created":"2023-11-08","cited_by_count":21,"area":null},{"id":"2405.06800","title":"LLM-Generated Black-box Explanations Can Be Adversarially Helpful","created":"2024-05-10","cited_by_count":21,"area":null},{"id":"2202.04092","title":"Machine Explanations and Human Understanding","created":"2022-02-08","cited_by_count":20,"area":null},{"id":"2211.06753","title":"Seamful XAI: Operationalizing Seamful Design in Explainable AI","created":"2022-11-12","cited_by_count":20,"area":null},{"id":"2302.07248","title":"Generation Probabilities Are Not Enough: Uncertainty Highlighting in AI Code Completions","created":"2023-02-14","cited_by_count":20,"area":null},{"id":"2311.01007","title":"Effective Human-AI Teams via Learned Natural Language Rules and Onboarding","created":"2023-11-02","cited_by_count":20,"area":null},{"id":"2110.10470","title":"Interpreting Deep Learning Models in Natural Language Processing: A Review","created":"2021-10-20","cited_by_count":19,"area":null},{"id":"2207.13834","title":"Toward Supporting Perceptual Complementarity in Human-AI Collaboration via Reflection on Unobservables","created":"2022-07-28","cited_by_count":19,"area":null},{"id":"2501.12868","title":"As Confidence Aligns: Exploring the Effect of AI Confidence on Human Self-confidence in Human-AI Decision Making","created":"2025-01-22","cited_by_count":19,"area":null},{"id":"2204.08859","title":"On the Influence of Explainable AI on Automation Bias","created":"2022-04-19","cited_by_count":18,"area":null},{"id":"2209.13578","title":"Learning When to Advise Human Decision Makers","created":"2022-09-27","cited_by_count":18,"area":null},{"id":"2308.04375","title":"Understanding the Effect of Counterfactual Explanations on Trust and Reliance on AI for Human-AI Collaborative Clinical Decision Making","created":"2023-08-08","cited_by_count":18,"area":null},{"id":"2310.19778","title":"Human-AI collaboration is not very collaborative yet: A taxonomy of interaction patterns in AI-assisted decision making from a systematic review","created":"2023-10-30","cited_by_count":18,"area":null},{"id":"2408.11338","title":"Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond","created":"2024-08-21","cited_by_count":18,"area":null},{"id":"2205.01467","title":"On the Effect of Information Asymmetry in Human-AI Teams","created":"2022-05-03","cited_by_count":17,"area":null},{"id":"2210.10860","title":"Two-Turn Debate Doesn't Help Humans Answer Hard Reading Comprehension Questions","created":"2022-10-19","cited_by_count":17,"area":null},{"id":"2306.07458","title":"Accuracy-Time Tradeoffs in AI-Assisted Decision Making under Time Pressure","created":"2023-06-12","cited_by_count":17,"area":null},{"id":"2202.11812","title":"Investigations of Performance and Bias in Human-AI Teamwork in Hiring","created":"2022-02-21","cited_by_count":16,"area":null},{"id":"2310.11430","title":"An Empirical Study of Translation Hypothesis Ensembling with Large Language Models","created":"2023-10-17","cited_by_count":16,"area":null},{"id":"2406.07212","title":"Trustworthy and Practical AI for Healthcare: A Guided Deferral System with Large Language Models","created":"2024-06-11","cited_by_count":16,"area":null},{"id":"2205.00130","title":"ExSum: From Local Explanations to Model Understanding","created":"2022-04-30","cited_by_count":15,"area":null},{"id":"2304.06701","title":"Learning Personalized Decision Support Policies","created":"2023-04-13","cited_by_count":14,"area":null},{"id":"2305.08598","title":"Humans, AI, and Context: Understanding End-Users' Trust in a Real-World Computer Vision Application","created":"2023-05-15","cited_by_count":14,"area":null},{"id":"2401.07058","title":"Does More Advice Help? The Effects of Second Opinions in AI-Assisted Decision Making","created":"2024-01-13","cited_by_count":14,"area":null}],"next_cursor":"100"}