Dr Hanqi Yan Academics Lecturer in Computer Science Research subject areas Computer science Contact details hanqi.1.yan@kcl.ac.uk
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering CODI: Compressing chain-of-thought into continuous space via self-distillation Drift: Enhancing LLM Faithfulness in Rationale Generation via Dual-Reward Probabilistic Inference GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery Position: LLMs Need a Bayesian Meta-Reasoning Framework for More Robust and Generalizable Reasoning SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective Mirror: A Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems View all publications