2 papers
cs.AI2025
Tree of Agents: Improving Long-Context Capabilities of Large Language Models through Multi-Perspective Reasoning
Song Yu, Xiaofei Xu, Ke Deng +2
Large language models (LLMs) face persistent challenges when handling long-context tasks, most notably the lost in the middle issue, where information located in the middle of a lo…
cs.IR2025
Enhance Large Language Models as Recommendation Systems with Collaborative Filtering
Zhisheng Yang, Xiaofei Xu, Ke Deng +1
As powerful tools in Natural Language Processing (NLP), Large Language Models (LLMs) have been leveraged for crafting recommendations to achieve precise alignment with user prefere…