(Gates & Hillman Centers (GHC) 6115, Carnegie Mellon University, April 18, 2025)

Accepted Papers

  1. Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models
  2. Mind the Gesture: Evaluating AI Sensitivity to Culturally Offensive Non-Verbal Gestures
  3. Toward Global AI Inclusivity: A Large-Scale Multilingual Terminology Dataset (GIST)
  4. On the Feasibility of In-Context Probing for Data Attribution
  5. Energy Considerations of Large Language Model Inference and Efficiency Optimizations
  6. AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement
  7. Human-Aligned Chess With a Bit of Search
  8. Fairshare Data Pricing for Large Language Models
  9. Social Scaffolds: A Generalization Framework for Social Understanding Tasks
  10. MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with Tools
  11. Should I Agree with You? Simulating Persuasion and Decision Dynamics in Multi-Agent Moral Dilemmas
  12. Can KBQA Models Predict Their Reasoning Paths? Isomorphism Prediction Task as a Proxy
  13. Can Long-Context Language Models Solve Repository-Level Code Generation?
  14. Exploring the Separation of Structural and Semantic Representations in Symbolic Knowledge within LLMs
  15. Programming with Pixels: Towards Generalist Software Engineering Agents
  16. Human-Centered Evaluation of Expressed Confidence in Machine Translation
  17. Leveraging Machine-generated Rationales for Conversational Forecasting
  18. Loki: Studying MARL Collusion using LLMs in a Kuhn Poker Environment