“‘AI Mode Collapse’ Tag”,2021-10-13 (; backlinks):
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Bibliography for tag
reinforcement-learning/preference-learning/mode-collapse, most recent first: 4 related tags, 56 annotations, & 43 links (parent).
- See Also
- Gwern
- Links
- “Hidden Persuaders: LLMs’ Political Leaning and Their Influence on Voters”, et al 2024
- “Do LLMs Estimate Uncertainty Well in Instruction-Following?”, et al 2024
- “SimpleStrat: Diversifying Language Model Generation With Stratification”, et al 2024
- “I Quit Teaching Because of ChatGPT”, 2024
- “Thoughts While Watching Myself Be Automated”, 2024
- “Why AI Isn’t Going to Make Art”, 2024
- “Epistemic Calibration and Searching the Space of Truth”, 2024
- “Are Large Language Models Consistent over Value-Laden Questions?”, et al 2024
- “Pron vs Prompt: Can Large Language Models Already Challenge a World-Class Fiction Author at Creative Text Writing?”, et al 2024
- “Sonnet or Not, Bot? Poetry Evaluation for Large Models and Datasets”, et al 2024
- “AI Doesn’t Kill Jobs? Tell That to Freelancers: There’s Now Data to Back up What Freelancers Have Been Saying for Months”, 2024
- “What Are the Odds? Language Models Are Capable of Probabilistic Reasoning”, et al 2024
- “Consistency-Diversity-Realism Pareto Fronts of Conditional Image Generative Models”, et al 2024
- “Self-Consuming Generative Models With Curated Data Provably Optimize Human Preferences”, et al 2024
- “Creativity Has Left the Chat: The Price of Debiasing Language Models”, 2024
- “I Wish I Knew How to Force Quit You”, 2024
- “Enhancing Confidence Expression in Large Language Models Through Learning from Past Experience”, et al 2024
- “A Tale of Tails: Model Collapse As a Change of Scaling Laws”, et al 2024
- “The Non-Effect of Sampling Temperature on Problem Solving in GPT-3.5/GPT-4”, 2024
- “Weaver: Foundation Models for Creative Writing”, et al 2024
- “Does Using ChatGPT Result in Human Cognitive Augmentation?”, 2024
- “Originality Dies When Being Average Is Easier”
- “Experimental Narratives: A Comparison of Human Crowdsourced Storytelling and AI Storytelling”
- “Helping or Herding? Reward Model Ensembles Mitigate but Do Not Eliminate Reward Hacking”, et al 2023
- “EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models”, 2023
- “Generative Artificial Intelligence Enhances Creativity but Reduces the Diversity of Novel Content”, 2023
- “When ‘A Helpful Assistant’ Is Not Really Helpful: Personas in System Prompts Do Not Improve Performances of Large Language Models”, et al 2023
- “The Impact of Large Language Models on Scientific Discovery: a Preliminary Study Using GPT-4”, AI42023
- “A Coder Considers the Waning Days of the Craft: Coding Has Always Felt to Me like an Endlessly Deep and Rich Domain. Now I Find Myself Wanting to Write a Eulogy for It”, 2023
- “When Ruthless Cultural Elitism Is Exactly the Job”, 2023
- “Does GPT-4 Pass the Turing Test?”, 2023
- “Large Language Models Can Replicate Cross-Cultural Differences in Personality”, et al 2023
- “Assessing the Nature of Large Language Models: A Caution against Anthropocentrism”, 2023
- “Simple Synthetic Data Reduces Sycophancy in Large Language Models”, et al 2023
- “I’m a Screenwriter. These AI Jokes Give Me Nightmares”, 2023
- “Can a Chatbot Preach a Good Sermon? Hundreds Attend Church Service Generated by ChatGPT to Find Out”, 2023
- “ChatGPT Is Fun, but It Is Not Funny! Humor Is Still Challenging Large Language Models”, 2023
- “The False Promise of Imitating Proprietary LLMs”, et al 2023
- “Bits of Grass: Does GPT Already Know How to Write like Whitman?”, et al 2023
- “Inducing Anxiety in GPT-3.5 Increases Exploration and Bias”, Coda- et al 2023
- “GPT-4 Technical Report § Limitations: Calibration”, OpenAI 2023 (page 12 org openai)
- “Rewarding Chatbots for Real-World Engagement With Millions of Users”, et al 2023
- “Discovering Language Model Behaviors With Model-Written Evaluations”, et al 2022
- “Mysteries of Mode Collapse § Inescapable Wedding Parties”, 2022
- “RL With KL Penalties Is Better Viewed As Bayesian Inference”, et al 2022
- “Janus”
- “Situational Awareness and Out-Of-Context Reasoning § GPT-4-Base Has Non-Zero Longform Performance”, 2024
- “I Finally Got ChatGPT to Sound like Me”, lsusr 2024
- “The Case for More Ambitious Language Model Evals”
- “GPT-3 Catching Fish in Morse Code”
- “Mysteries of Mode Collapse”
- “Mysteries of Mode Collapse”
- “Please Stop Using Mediocre AI Art in Your Posts”
- “What Kind of Writer Is ChatGPT?”
- “The New Poem-Making Machinery”
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