Knowledge Computing Lab (KCL) @ Peking University

[ACL'26 Main Conference] Retrieval as Generation: A Unified Framework with Self-Triggered Information Planning

[ACL'26 Main Conference] Instruction Data Selection via Answer Divergence

[ACL'26 Findings] MDS: Data Selection for Multi-turn Dialogue Instruction Tuning

[AAAI'26, Oral] Language Drift in Multilingual Retrieval-Augmented Generation: Characterization and Decoding-Time Mitigation

[AAAI'26, Oral] Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG

RewardAnything: Generalizable Principle-Following Reward Models

A series of large language models developed by PKU-KCL