ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs Paper • 2402.11764 • Published Feb 19, 2024
Where LLM Agents Fail and How They can Learn From Failures Paper • 2509.25370 • Published Sep 29, 2025 • 12
The Personality Illusion: Revealing Dissociation Between Self-Reports & Behavior in LLMs Paper • 2509.03730 • Published Sep 3, 2025 • 2
In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language Models Paper • 2409.15454 • Published Sep 23, 2024 • 2
Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs Paper • 2602.07276 • Published 20 days ago • 10
Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory Paper • 2602.06025 • Published 21 days ago • 27
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents Paper • 2602.02474 • Published 24 days ago • 56
UniRec Collection UniRec: Unified Multimodal Encoding for LLM-Based Recommendations • 1 item • Updated about 1 month ago
SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals Paper • 2502.01042 • Published Feb 3, 2025 • 1
Energy-Based Transformers are Scalable Learners and Thinkers Paper • 2507.02092 • Published Jul 2, 2025 • 69
EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents Paper • 2412.13549 • Published Dec 18, 2024
Self-Aligned Reward: Towards Effective and Efficient Reasoners Paper • 2509.05489 • Published Sep 5, 2025 • 1