← authors · overview

• Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity
  2024 · 10 citations
• Social Dynamics as Critical Vulnerabilities that Undermine Objective Decision-Making in LLM Collectives
  2026
• Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation
  2026
• Language over Content: Tracing Cultural Understanding in Multilingual Large Language Models
  2025
• Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding
  2025
• Test-Time Self-Adaptive Small Language Models for Question Answering
  2023
• Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering
  2023
• Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations
  2024
• DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation
  2024
• Different Bias Under Different Criteria: Assessing Bias in LLMs with a Fact-Based Approach
  2024