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| Growing Transformers: Modular Composition and Layer-wise Expansion on a Frozen Substrate | Jul 8, 2025 | Continual LearningMixture-of-Experts | CodeCode Available | 0 |
| Voting or Consensus? Decision-Making in Multi-Agent Debate | Feb 26, 2025 | Decision MakingMMLU | CodeCode Available | 0 |
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| QLESS: A Quantized Approach for Data Valuation and Selection in Large Language Model Fine-Tuning | Feb 3, 2025 | Data ValuationLanguage Modeling | CodeCode Available | 0 |
| When an LLM is apprehensive about its answers -- and when its uncertainty is justified | Mar 3, 2025 | MathMMLU | CodeCode Available | 0 |
| Simulating Training Data Leakage in Multiple-Choice Benchmarks for LLM Evaluation | May 30, 2025 | Continual PretrainingFairness | CodeCode Available | 0 |
| Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs | May 31, 2025 | MMLU | CodeCode Available | 0 |
| EmPO: Emotion Grounding for Empathetic Response Generation through Preference Optimization | Jun 27, 2024 | DiversityEmpathetic Response Generation | CodeCode Available | 0 |
| Emergent Semantics Beyond Token Embeddings: Transformer LMs with Frozen Visual Unicode Representations | Jul 7, 2025 | AttributeMMLU | CodeCode Available | 0 |
| Input Conditioned Graph Generation for Language Agents | Jun 17, 2024 | Graph GenerationMMLU | CodeCode Available | 0 |
| TODO: Enhancing LLM Alignment with Ternary Preferences | Nov 2, 2024 | ARCMMLU | CodeCode Available | 0 |
| Effective Skill Unlearning through Intervention and Abstention | Mar 27, 2025 | General KnowledgeMath | CodeCode Available | 0 |
| Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning | Oct 14, 2024 | In-Context LearningMMLU | CodeCode Available | 0 |
| Step-wise Policy for Rare-tool Knowledge (SPaRK): Offline RL that Drives Diverse Tool Use in LLMs | Jul 15, 2025 | DiversityMMLU | CodeCode Available | 0 |
