45 citations · 52 across the 2 of their papers we have counts for
3 papers
cs.LG2025
Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models
Yiran Guo, Lijie Xu, Jie Liu +2
Enhancing the reasoning capabilities of large language models effectively using reinforcement learning (RL) remains a crucial challenge. Existing approaches primarily adopt two con…
cs.CL2019★ 7 cited
Creating Auxiliary Representations from Charge Definitions for Criminal Charge Prediction
Liangyi Kang, Jie Liu, Lingqiao Liu +2
Charge prediction, determining charges for criminal cases by analyzing the textual fact descriptions, is a promising technology in legal assistant systems. In practice, the fact de…
cs.CL2018★ 45 cited
Question Answering over Freebase via Attentive RNN with Similarity Matrix based CNN
Yingqi Qu, Jie Liu, Liangyi Kang +2
With the rapid growth of knowledge bases (KBs), question answering over knowledge base, a.k.a. KBQA has drawn huge attention in recent years. Most of the existing KBQA methods foll…