{"list":"other","total":95,"rows":[{"id":"2305.10601","title":"Tree of Thoughts: Deliberate Problem Solving with Large Language Models","created":"2023-05-17","cited_by_count":3211},{"id":"1510.03055","title":"A Diversity-Promoting Objective Function for Neural Conversation Models","created":"2015-10-11","cited_by_count":1077},{"id":"1802.01886","title":"Texygen: A Benchmarking Platform for Text Generation Models","created":"2018-02-06","cited_by_count":491},{"id":"2001.09768","title":"Artificial Intelligence, Values and Alignment","created":"2020-01-13","cited_by_count":448},{"id":"2310.17631","title":"JudgeLM: Fine-tuned Large Language Models are Scalable Judges","created":"2023-10-26","cited_by_count":367},{"id":"2210.02410","title":"The Vendi Score: A Diversity Evaluation Metric for Machine Learning","created":"2022-10-05","cited_by_count":311},{"id":"2509.04664","title":"Why Language Models Hallucinate","created":"2025-09-04","cited_by_count":220},{"id":"1906.09208","title":"Mitigating Bias in Algorithmic Hiring: Evaluating Claims and Practices","created":"2019-06-21","cited_by_count":174},{"id":"2311.14096","title":"Cultural Bias and Cultural Alignment of Large Language Models","created":"2023-11-23","cited_by_count":149},{"id":"2510.22954","title":"Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)","created":"2025-10-27","cited_by_count":141},{"id":"2210.05791","title":"Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction","created":"2022-10-11","cited_by_count":138},{"id":"2004.02990","title":"Evaluating the Evaluation of Diversity in Natural Language Generation","created":"2020-04-06","cited_by_count":129},{"id":"2402.08925","title":"MaxMin-RLHF: Alignment with Diverse Human Preferences","created":"2024-02-14","cited_by_count":123},{"id":"2410.12954","title":"A Note on Shumailov et al. (2024): `AI Models Collapse When Trained on Recursively Generated Data'","created":"2024-10-16","cited_by_count":115},{"id":"2007.04068","title":"Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence","created":"2020-07-08","cited_by_count":101},{"id":"2311.09807","title":"The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text","created":"2023-11-16","cited_by_count":100},{"id":"2004.10450","title":"Trading Off Diversity and Quality in Natural Language Generation","created":"2020-04-22","cited_by_count":96},{"id":"2211.13972","title":"Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization?","created":"2022-11-25","cited_by_count":91},{"id":"2406.09358","title":"Understanding Hallucinations in Diffusion Models through Mode Interpolation","created":"2024-06-13","cited_by_count":91},{"id":"2509.06941","title":"Outcome-based Exploration for LLM Reasoning","created":"2025-09-08","cited_by_count":83},{"id":"2005.05906","title":"Why Fairness Cannot Be Automated: Bridging the Gap Between EU Non-Discrimination Law and AI","created":"2020-05-12","cited_by_count":81},{"id":"2406.04268","title":"Open-Endedness is Essential for Artificial Superhuman Intelligence","created":"2024-06-06","cited_by_count":80},{"id":"2411.10915","title":"Bias in Large Language Models: Origin, Evaluation, and Mitigation","created":"2024-11-16","cited_by_count":77},{"id":"2504.05228","title":"NoveltyBench: Evaluating Language Models for Humanlike Diversity","created":"2025-04-07","cited_by_count":66},{"id":"1802.04564","title":"Diversity-Driven Exploration Strategy for Deep Reinforcement Learning","created":"2018-02-13","cited_by_count":65},{"id":"2207.02749","title":"\"Curse of rarity\" for autonomous vehicles","created":"2022-07-06","cited_by_count":63},{"id":"2411.04427","title":"One fish, two fish, but not the whole sea: Alignment reduces language models' conceptual diversity","created":"2024-11-07","cited_by_count":58},{"id":"2504.12522","title":"Evaluating the Diversity and Quality of LLM Generated Content","created":"2025-04-16","cited_by_count":51},{"id":"2505.00047","title":"Base Models Beat Aligned Models at Randomness and Creativity","created":"2025-04-30","cited_by_count":51},{"id":"2404.10859","title":"Forcing Diffuse Distributions out of Language Models","created":"2024-04-16","cited_by_count":48},{"id":"2501.16946","title":"Gradual Disempowerment: Systemic Existential Risks from Incremental AI Development","created":"2025-01-28","cited_by_count":46},{"id":"2407.00211","title":"Detection and Measurement of Syntactic Templates in Generated Text","created":"2024-06-28","cited_by_count":44},{"id":"2406.04175","title":"Confabulation: The Surprising Value of Large Language Model Hallucinations","created":"2024-06-06","cited_by_count":43},{"id":"2412.10271","title":"Benchmarking Linguistic Diversity of Large Language Models","created":"2024-12-13","cited_by_count":38},{"id":"2302.02404","title":"The Unfairness of Fair Machine Learning: Levelling down and strict egalitarianism by default","created":"2023-02-05","cited_by_count":36},{"id":"2508.01491","title":"The Homogenizing Effect of Large Language Models on Human Expression and Thought","created":"2025-08-02","cited_by_count":35},{"id":"2404.03502","title":"AI and the Problem of Knowledge Collapse","created":"2024-04-04","cited_by_count":34},{"id":"2412.07961","title":"Forking Paths in Neural Text Generation","created":"2024-12-10","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":"2310.01693","title":"Closing the Curious Case of Neural Text Degeneration","created":"2023-10-02","cited_by_count":32},{"id":"2306.05483","title":"On the Importance of Exploration for Generalization in Reinforcement Learning","created":"2023-06-08","cited_by_count":31},{"id":"2410.13714","title":"Generation through the lens of learning theory","created":"2024-10-17","cited_by_count":31},{"id":"2502.11266","title":"The Shrinking Landscape of Linguistic Diversity in the Age of Large Language Models","created":"2025-02-16","cited_by_count":29},{"id":"2411.15364","title":"Exploring Facets of Language Generation in the Limit","created":"2024-11-22","cited_by_count":28},{"id":"2506.17871","title":"LLM Probability Concentration: How Alignment Shrinks the Generative Horizon","created":"2025-06-22","cited_by_count":26},{"id":"2305.01776","title":"Taxonomizing and Measuring Representational Harms: A Look at Image Tagging","created":"2023-05-02","cited_by_count":25},{"id":"2103.03417","title":"Measuring Model Biases in the Absence of Ground Truth","created":"2021-03-05","cited_by_count":24},{"id":"2402.04477","title":"Detecting Mode Collapse in Language Models via Narration","created":"2024-02-06","cited_by_count":24},{"id":"2405.05847","title":"Learned feature representations are biased by complexity, learning order, position, and more","created":"2024-05-09","cited_by_count":23},{"id":"2106.07890","title":"An enriched category theory of language: from syntax to semantics","created":"2021-06-15","cited_by_count":22},{"id":"2401.07836","title":"Two Types of AI Existential Risk: Decisive and Accumulative","created":"2024-01-15","cited_by_count":22},{"id":"1909.02063","title":"The Diversity-Innovation Paradox in Science","created":"2019-09-04","cited_by_count":21},{"id":"2505.21819","title":"Representative Language Generation","created":"2025-05-27","cited_by_count":19},{"id":"2310.18348","title":"Meaning Representations from Trajectories in Autoregressive Models","created":"2023-10-23","cited_by_count":18},{"id":"2504.17004","title":"(Im)possibility of Automated Hallucination Detection in Large Language Models","created":"2025-04-23","cited_by_count":15},{"id":"2506.05166","title":"Dissecting Bias in LLMs: A Mechanistic Interpretability Perspective","created":"2025-06-05","cited_by_count":15},{"id":"2209.10604","title":"Current and Near-Term AI as a Potential Existential Risk Factor","created":"2022-09-21","cited_by_count":14},{"id":"2411.07180","title":"Gumbel Counterfactual Generation From Language Models","created":"2024-11-11","cited_by_count":14},{"id":"2412.18530","title":"On Characterizations for Language Generation: Interplay of Hallucinations, Breadth, and Stability","created":"2024-12-24","cited_by_count":14},{"id":"2511.00432","title":"G2: Guided Generation for Enhanced Output Diversity in LLMs","created":"2025-11-01","cited_by_count":14},{"id":"2107.05599","title":"Active Divergence with Generative Deep Learning -- A Survey and Taxonomy","created":"2021-07-12","cited_by_count":12},{"id":"2006.14265","title":"Empirical Analysis of Overfitting and Mode Drop in GAN Training","created":"2020-06-25","cited_by_count":11},{"id":"2511.04527","title":"Are language models aware of the road not taken? Token-level uncertainty and hidden state dynamics","created":"2025-11-06","cited_by_count":11},{"id":"2510.09913","title":"Don't Throw Away Your Pretrained Model","created":"2025-10-10","cited_by_count":10},{"id":"2510.26122","title":"Reasoning Path Divergence: A New Metric and Curation Strategy to Unlock LLM Diverse Thinking","created":"2025-10-30","cited_by_count":10},{"id":"2505.16245","title":"Diverse, not Short: A Length-Controlled Data Selection Strategy for Improving Response Diversity of Language Models","created":"2025-05-22","cited_by_count":9},{"id":"2502.00225","title":"Should You Use Your Large Language Model to Explore or Exploit?","created":"2025-01-31","cited_by_count":8},{"id":"2410.17218","title":"Creativity in AI: Progresses and Challenges","created":"2024-10-22","cited_by_count":7},{"id":"2507.02870","title":"Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models","created":"2025-06-06","cited_by_count":7},{"id":"2410.14556","title":"Measuring Diversity: Axioms and Challenges","created":"2024-10-18","cited_by_count":6},{"id":"2412.13422","title":"Generating Diverse Hypotheses for Inductive Reasoning","created":"2024-12-18","cited_by_count":6},{"id":"2503.00333","title":"More of the Same: Persistent Representational Harms Under Increased Representation","created":"2025-03-01","cited_by_count":6},{"id":"2503.01033","title":"Variance reduction in output from generative AI","created":"2025-03-02","cited_by_count":6},{"id":"2505.15524","title":"Evaluate Bias without Manual Test Sets: A Concept Representation Perspective for LLMs","created":"2025-05-21","cited_by_count":6},{"id":"2507.22216","title":"Representation biases: will we achieve complete understanding by analyzing representations?","created":"2025-07-29","cited_by_count":6},{"id":"2405.14061","title":"Meanings and Feelings of Large Language Models: Observability of Latent States in Generative AI","created":"2024-05-22","cited_by_count":5},{"id":"2406.12399","title":"QueerBench: Quantifying Discrimination in Language Models Toward Queer Identities","created":"2024-06-18","cited_by_count":5},{"id":"2501.06662","title":"The magnitude of categories of texts enriched by language models","created":"2025-01-11","cited_by_count":5},{"id":"2505.04038","title":"Identities are not Interchangeable: The Problem of Overgeneralization in Fair Machine Learning","created":"2025-05-07","cited_by_count":5},{"id":"2506.06380","title":"Beyond the Norm: A Survey of Synthetic Data Generation for Rare Events","created":"2025-06-04","cited_by_count":5},{"id":"2509.02910","title":"The Basic B*** Effect: The Use of LLM-based Agents Reduces the Distinctiveness and Diversity of People's Choices","created":"2025-09-03","cited_by_count":5},{"id":"2504.15469","title":"Aspirational Affordances of AI","created":"2025-04-21","cited_by_count":4},{"id":"2507.20858","title":"A survey of diversity quantification in natural language processing: The why, what, where and how","created":"2025-07-28","cited_by_count":4},{"id":"2011.04899","title":"Contextuality: At the Borders of Paradox","created":"2020-11-07","cited_by_count":3},{"id":"2211.08856","title":"Challenges in creative generative models for music: a divergence maximization perspective","created":"2022-11-16","cited_by_count":3},{"id":"2405.02026","title":"Diversity of What? On the Different Conceptualizations of Diversity in Recommender Systems","created":"2024-05-03","cited_by_count":3},{"id":"2411.09102","title":"Provocation: Who benefits from \"inclusion\" in Generative AI?","created":"2024-11-14","cited_by_count":3},{"id":"2412.06095","title":"Measuring Grammatical Diversity from Small Corpora: Derivational Entropy Rates, Mean Length of Utterances, and Annotation Invariance","created":"2024-12-08","cited_by_count":3},{"id":"2412.20361","title":"Safe Multiagent Coordination via Entropic Exploration","created":"2024-12-29","cited_by_count":3},{"id":"2501.13824","title":"Can Hallucinations Help? Boosting LLMs for Drug Discovery","created":"2025-01-23","cited_by_count":2},{"id":"2507.15585","title":"Unequal Voices: How LLMs Construct Constrained Queer Narratives","created":"2025-07-21","cited_by_count":2},{"id":"2510.05116","title":"Hallucination is Inevitable for LLMs with the Open World Assumption","created":"2025-09-29","cited_by_count":2},{"id":"2506.22481","title":"Theories of \"Sexuality\" in Natural Language Processing Bias Research","created":"2025-06-22","cited_by_count":1},{"id":"2508.00086","title":"Do LLMs produce texts with \"human-like\" lexical diversity?","created":"2025-07-31","cited_by_count":1},{"id":"2509.17449","title":"SLAyiNG: A Diverse and Community-validated Dataset of Queer Slang","created":"2025-09-22","cited_by_count":1}],"next_cursor":null}