代码大模型 / AI 编程

Keeping Code-Aware LLMs Fresh: Full Refresh, In-Context Deltas, and Incremental Fine-Tuning

Pradeep Kumar Sharma, Ishaan Puri, Mantinder Jit Singh, Swapnil Shivaprasad, Hritvik Shrivastava

专题命中 代码评测 ：repository(abstract)；分类 cs.SE、cs.AI、cs.LG

LoCoBench-Agent: An Interactive Benchmark for LLM Agents in Long-Context Software Engineering

Jielin Qiu, Zuxin Liu, Zhiwei Liu, Rithesh Murthy, Jianguo Zhang, Haolin Chen, Shiyu Wang, Ming Zhu, Liangwei Yang, Juntao Tan, Roshan Ram, Akshara Prabhakar, Tulika Awalgaonkar, Zixiang Chen, Zhepeng Cen, Cheng Qian, Shelby Heinecke, Weiran Yao, Silvio Savarese, Caiming Xiong, Huan Wang

机构 * Salesforce AI Research（Salesforce AI研究院） 纠错

专题命中 代码评测 ：coding agent(abstract)；分类 cs.SE、cs.AI

Comments 54-pages