2 papers
cs.CL2025
HERA: Improving Long Document Summarization using Large Language Models with Context Packaging and Reordering
Taiji Li, Hao Chen, Fei Yu +1
Despite the rapid growth of context length of large language models (LLMs) , LLMs still perform poorly in long document summarization. An important reason for this is that relevant…
cs.AI2024
Optimizing Instruction Synthesis: Effective Exploration of Evolutionary Space with Tree Search
Chenglin Li, Qianglong Chen, Zhi Li +5
Instruction tuning is a crucial technique for aligning language models with humans' actual goals in the real world. Extensive research has highlighted the quality of instruction da…