2 papers
cs.IR2026
MemRetriever: Learning to Search, Reflect, and Retrieve from Long-Term Memory
Ruiyang Jiang, Chunyu Li, Zhiyu Li
Long-term memory enables personalized agents, but its value depends on retrieving the right evidence at the right time. Most memory systems use static top-k retrieval: they issue o…
cs.CL2024
Seek and Solve Reasoning for Table Question Answering
Ruya Jiang, Chun Wang, Weihong Deng
The complexities of table structures and question logic make table-based question answering (TQA) tasks challenging for Large Language Models (LLMs), often requiring task simplific…