Papers2

#Long-Context Understanding

T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning

Qinsi Wang, Hancheng Ye et al.Mar 4arXiv

This paper shows that teaching AI to first draw a simple map of a text (nodes and links) before answering questions makes it smarter and more reliable.

#Structure of Thought#Text-to-Structure#Intermediate Representation

Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding

Intermediate

Yuqing Li, Jiangnan Li et al.Dec 19arXiv

Humans keep a big-picture memory (a “mindscape”) when reading long things; this paper teaches AI to do the same.

#Retrieval-Augmented Generation#Mindscape#Hierarchical Summarization