{"list":"other","total":109,"rows":[{"id":"1706.03762","title":"Attention Is All You Need","created":"2017-06-12","cited_by_count":60361},{"id":"2203.02155","title":"Training language models to follow instructions with human feedback","created":"2022-03-04","cited_by_count":15971},{"id":"1412.6572","title":"Explaining and Harnessing Adversarial Examples","created":"2014-12-20","cited_by_count":7364},{"id":"1312.6199","title":"Intriguing properties of neural networks","created":"2013-12-21","cited_by_count":5155},{"id":"1706.03741","title":"Deep reinforcement learning from human preferences","created":"2017-06-12","cited_by_count":3912},{"id":"1606.06565","title":"Concrete Problems in AI Safety","created":"2016-06-21","cited_by_count":1642},{"id":"2503.16527","title":"LLM Generated Persona is a Promise with a Catch","created":"2025-03-18","cited_by_count":81},{"id":"2502.00561","title":"Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge","created":"2025-02-01","cited_by_count":63},{"id":"2503.02113","title":"Deep Learning is Not So Mysterious or Different","created":"2025-03-03","cited_by_count":56},{"id":"2502.14546","title":"Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks","created":"2025-02-20","cited_by_count":53},{"id":"2502.08788","title":"Stop Overvaluing Multi-Agent Debate -- We Must Rethink Evaluation and Embrace Model Heterogeneity","created":"2025-02-12","cited_by_count":44},{"id":"2508.18076","title":"Neither Valid nor Reliable? Investigating the Use of LLMs as Judges","created":"2025-08-25","cited_by_count":39},{"id":"2503.10694","title":"Medical Large Language Model Benchmarks Should Prioritize Construct Validity","created":"2025-03-12","cited_by_count":38},{"id":"2306.10512","title":"Position: AI Evaluation Should Learn from How We Test Humans","created":"2023-06-18","cited_by_count":36},{"id":"2505.04966","title":"Position: The AI Conference Peer Review Crisis Demands Author Feedback and Reviewer Rewards","created":"2025-05-08","cited_by_count":34},{"id":"2503.03150","title":"Position: Model Collapse Does Not Mean What You Think","created":"2025-03-05","cited_by_count":33},{"id":"2505.22655","title":"Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents","created":"2025-05-28","cited_by_count":32},{"id":"2412.19726","title":"Position: Theory of Mind Benchmarks are Broken for Large Language Models","created":"2024-12-27","cited_by_count":31},{"id":"2505.24019","title":"LLM Agents Should Employ Security Principles","created":"2025-05-29","cited_by_count":29},{"id":"2505.21298","title":"Large Language Models Miss the Multi-Agent Mark","created":"2025-05-27","cited_by_count":26},{"id":"2502.07586","title":"We Can't Understand AI Using our Existing Vocabulary","created":"2025-02-11","cited_by_count":25},{"id":"2503.10633","title":"We Should Chart an Atlas of All the World's Models","created":"2025-03-13","cited_by_count":25},{"id":"2503.01747","title":"Position: Don't Use the CLT in LLM Evals With Fewer Than a Few Hundred Datapoints","created":"2025-03-03","cited_by_count":23},{"id":"2501.18915","title":"Algebra Unveils Deep Learning -- An Invitation to Neuroalgebraic Geometry","created":"2025-01-31","cited_by_count":21},{"id":"2505.23947","title":"Position: The Future of Bayesian Prediction Is Prior-Fitted","created":"2025-05-29","cited_by_count":20},{"id":"2505.18893","title":"Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects","created":"2025-05-24","cited_by_count":19},{"id":"2506.23845","title":"Position: Use Sparse Autoencoders to Discover Unknowns","created":"2025-06-30","cited_by_count":19},{"id":"2406.09264","title":"Position: Towards Bidirectional Human-AI Alignment","created":"2024-06-13","cited_by_count":18},{"id":"2410.08385","title":"Language model developers should report train-test overlap","created":"2024-10-10","cited_by_count":16},{"id":"2504.12427","title":"Position: The Most Expensive Part of an LLM should be its Training Data","created":"2025-04-16","cited_by_count":16},{"id":"2412.06966","title":"Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research","created":"2024-12-09","cited_by_count":15},{"id":"2502.02260","title":"Position: Adversarial ML for LLMs Is Not Making Any Progress","created":"2025-02-04","cited_by_count":15},{"id":"2502.02958","title":"Position: Editing Large Language Models Poses Serious Safety Risks","created":"2025-02-05","cited_by_count":15},{"id":"2506.05109","title":"Truly Self-Improving Agents Require Intrinsic Metacognitive Learning","created":"2025-06-05","cited_by_count":15},{"id":"2601.18076","title":"Comparison requires valid measurement: Rethinking attack success rate comparisons in AI red teaming","created":"2026-01-26","cited_by_count":15},{"id":"2507.02550","title":"Position: A Theory of Deep Learning Must Include Compositional Sparsity","created":"2025-07-03","cited_by_count":14},{"id":"2506.06958","title":"Simulating Society Requires Simulating Thought","created":"2025-06-08","cited_by_count":13},{"id":"2502.19402","title":"General Intelligence Requires Reward-based Pretraining","created":"2025-02-26","cited_by_count":12},{"id":"2505.22450","title":"Position: All Current Generative Fidelity and Diversity Metrics are Flawed","created":"2025-05-28","cited_by_count":12},{"id":"2404.02113","title":"Position: Lifetime tuning is incompatible with continual reinforcement learning","created":"2024-04-02","cited_by_count":11},{"id":"2501.19173","title":"Position: Contextual Integrity is Inadequately Applied to Language Models","created":"2025-01-31","cited_by_count":11},{"id":"2502.03689","title":"Stop treating `AGI' as the north-star goal of AI research","created":"2025-02-06","cited_by_count":11},{"id":"2504.13959","title":"AI Safety Should Prioritize the Future of Work","created":"2025-04-16","cited_by_count":11},{"id":"2506.08354","title":"Position: Text Embeddings Should Capture Implicit Semantics, Not Just Surface Meaning","created":"2025-06-10","cited_by_count":10},{"id":"2303.17707","title":"Why is plausibility surprisingly problematic as an XAI criterion?","created":"2023-03-30","cited_by_count":9},{"id":"2502.21009","title":"Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking)","created":"2025-02-28","cited_by_count":9},{"id":"2504.13101","title":"Position: An Empirically Grounded Identifiability Theory Will Accelerate Self-Supervised Learning Research","created":"2025-04-17","cited_by_count":9},{"id":"2402.02870","title":"Rethinking Explainable Machine Learning as Applied Statistics","created":"2024-02-05","cited_by_count":8},{"id":"2411.09222","title":"Democratic AI is Possible. The Democracy Levels Framework Shows How It Might Work","created":"2024-11-14","cited_by_count":8},{"id":"2505.00612","title":"Position: AI Competitions Provide the Gold Standard for Empirical Rigor in GenAI Evaluation","created":"2025-05-01","cited_by_count":8},{"id":"2505.04345","title":"Build Agent Advocates, Not Platform Agents","created":"2025-05-07","cited_by_count":8},{"id":"2505.18139","title":"Embracing Contradiction: Theoretical Inconsistency Will Not Impede the Road of Building Responsible AI Systems","created":"2025-05-23","cited_by_count":8},{"id":"2506.05701","title":"Statistically Valid Post-Deployment Monitoring Should Be Standard for AI-Based Digital Health","created":"2025-06-06","cited_by_count":8},{"id":"2510.07575","title":"Benchmarking is Broken -- Don't Let AI be its Own Judge","created":"2025-10-08","cited_by_count":8},{"id":"2502.04358","title":"Position: Scaling LLM Agents Requires Asymptotic Analysis with LLM Primitives","created":"2025-02-04","cited_by_count":7},{"id":"2502.12430","title":"Position: Bridge the Gaps between Machine Unlearning and AI Regulation","created":"2025-02-18","cited_by_count":7},{"id":"2503.00093","title":"Rethinking LLM Bias Probing Using Lessons from the Social Sciences","created":"2025-02-28","cited_by_count":7},{"id":"2506.14652","title":"Rigor in AI: Doing Rigorous AI Work Requires a Broader, Responsible AI-Informed Conception of Rigor","created":"2025-06-17","cited_by_count":7},{"id":"2506.19882","title":"Position: Machine Learning Conferences Should Establish a \"Refutations and Critiques\" Track","created":"2025-06-24","cited_by_count":7},{"id":"2510.09686","title":"Stop DDoS Attacking the Research Community with AI-Generated Survey Papers","created":"2025-10-09","cited_by_count":7},{"id":"2508.08883","title":"Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption","created":"2025-08-12","cited_by_count":6},{"id":"2508.14927","title":"AI Testing Should Account for Sophisticated Strategic Behaviour","created":"2025-08-19","cited_by_count":6},{"id":"2510.15280","title":"Foundation Models for Scientific Discovery: From Paradigm Enhancement to Paradigm Transition","created":"2025-10-17","cited_by_count":6},{"id":"2502.01677","title":"Position: AI Scaling: From Up to Down and Out","created":"2025-02-02","cited_by_count":5},{"id":"2502.14898","title":"Retrieval-augmented systems can be dangerous medical communicators","created":"2025-02-18","cited_by_count":5},{"id":"2505.00985","title":"Position: Enough of Scaling LLMs! Lets Focus on Downscaling","created":"2025-05-02","cited_by_count":5},{"id":"2507.07544","title":"Position: We Need An Algorithmic Understanding of Generative AI","created":"2025-07-10","cited_by_count":5},{"id":"2509.13339","title":"Position: AI Safety Must Embrace an Antifragile Perspective","created":"2025-09-11","cited_by_count":5},{"id":"2510.13821","title":"LLM Agent Communication Protocol (LACP) Requires Urgent Standardization: A Telecom-Inspired Protocol is Necessary","created":"2025-09-26","cited_by_count":5},{"id":"2510.22095","title":"Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies","created":"2025-10-25","cited_by_count":5},{"id":"2502.05085","title":"Causality can systematically address the monsters under the bench(marks)","created":"2025-02-07","cited_by_count":4},{"id":"2502.07732","title":"When Incentives Backfire, Data Stops Being Human","created":"2025-02-11","cited_by_count":4},{"id":"2505.18371","title":"Military AI Needs Technically-Informed Regulation to Safeguard AI Research and its Applications","created":"2025-05-23","cited_by_count":4},{"id":"2505.22778","title":"Machine Learning Models Have a Supply Chain Problem","created":"2025-05-28","cited_by_count":4},{"id":"2505.24874","title":"The Road to Generalizable Neuro-Symbolic Learning Should be Paved with Foundation Models","created":"2025-05-30","cited_by_count":4},{"id":"2506.13024","title":"Position: Certified Robustness Does Not (Yet) Imply Model Security","created":"2025-06-16","cited_by_count":4},{"id":"2510.16530","title":"Realizing LLMs' Causal Potential Requires Science-Grounded, Novel Benchmarks","created":"2025-10-18","cited_by_count":4},{"id":"2510.22423","title":"Stop the Nonconsensual Use of Nude Images in Research","created":"2025-10-25","cited_by_count":4},{"id":"2510.25368","title":"Position: Biology is the Challenge Physics-Informed ML Needs to Evolve","created":"2025-10-29","cited_by_count":4},{"id":"2501.19178","title":"No Foundations without Foundations -- Why semi-mechanistic models are essential for regulatory biology","created":"2025-01-31","cited_by_count":3},{"id":"2503.16456","title":"Position: Beyond Assistance -- Reimagining LLMs as Ethical and Adaptive Co-Creators in Mental Health Care","created":"2025-02-21","cited_by_count":3},{"id":"2505.12039","title":"AI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research","created":"2025-05-17","cited_by_count":3},{"id":"2505.16007","title":"Position: Agentic Systems Constitute a Key Component of Next-Generation Intelligent Image Processing","created":"2025-05-21","cited_by_count":3},{"id":"2506.01820","title":"Fodor and Pylyshyn's Legacy: Still No Human-like Systematic Compositionality in Neural Networks","created":"2025-06-02","cited_by_count":3},{"id":"2506.23286","title":"Not All Explanations for Deep Learning Phenomena Are Equally Valuable","created":"2025-06-29","cited_by_count":3},{"id":"2507.07820","title":"AI Should Sense Better, Not Just Scale Bigger: Adaptive Sensing as a Paradigm Shift","created":"2025-07-10","cited_by_count":3},{"id":"2508.13247","title":"Goal-Directedness is in the Eye of the Beholder","created":"2025-08-18","cited_by_count":3},{"id":"2508.16317","title":"Vision encoders should be image size agnostic and task driven","created":"2025-08-22","cited_by_count":3},{"id":"2510.00075","title":"NeurIPS should lead scientific consensus on AI policy","created":"2025-09-30","cited_by_count":3},{"id":"2510.03081","title":"Embracing Evolution: A Call for Body-Control Co-Design in Embodied Humanoid Robot","created":"2025-10-03","cited_by_count":3},{"id":"2510.21219","title":"World Models Should Prioritize the Unification of Physical and Social Dynamics","created":"2025-10-24","cited_by_count":3},{"id":"2511.01077","title":"AI Progress Should Be Measured by Capability-Per-Resource, Not Scale Alone: A Framework for Gradient-Guided Resource Allocation in LLMs","created":"2025-11-02","cited_by_count":3},{"id":"2601.09966","title":"A Sustainable AI Economy Needs Data Deals That Work for Generators","created":"2026-01-15","cited_by_count":3},{"id":"2208.00539","title":"Is current research on adversarial robustness addressing the right problem?","created":"2022-07-31","cited_by_count":2},{"id":"2412.11335","title":"Generative AI regulation can learn from social media regulation","created":"2024-12-15","cited_by_count":2},{"id":"2502.04809","title":"Humans Coexist, So Must Embodied Artificial Agents","created":"2025-02-07","cited_by_count":2},{"id":"2502.06753","title":"SMRS: advocating a unified reporting standard for surrogate models in the artificial intelligence era","created":"2025-02-10","cited_by_count":2},{"id":"2502.11927","title":"Continual Learning Should Move Beyond Incremental Classification","created":"2025-02-17","cited_by_count":2},{"id":"2502.21123","title":"Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models","created":"2025-02-28","cited_by_count":2},{"id":"2503.04750","title":"AI Agents Should be Regulated Based on the Extent of Their Autonomous Operations","created":"2025-02-07","cited_by_count":2}],"next_cursor":"100"}