29 citations · 39 across the 4 of their papers we have counts for
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cs.CL2026
Stateful Evidence-Driven Retrieval-Augmented Generation with Iterative Reasoning
Qi Dong, Ziheng Lin, Ning Ding
Retrieval-Augmented Generation (RAG) grounds Large Language Models (LLMs) in external knowledge but often suffers from flat context representations and stateless retrieval, leading…
cs.CL2011★ 9 cited
Product Review Summarization based on Facet Identification and Sentence Clustering
Duy Khang Ly, Kazunari Sugiyama, Ziheng Lin +1
Product review nowadays has become an important source of information, not only for customers to find opinions about products easily and share their reviews with peers, but also fo…
cs.CL2010★ 29 cited
A PDTB-Styled End-to-End Discourse Parser
Ziheng Lin, Hwee Tou Ng, Min-Yen Kan
We have developed a full discourse parser in the Penn Discourse Treebank (PDTB) style. Our trained parser first identifies all discourse and non-discourse relations, locates and la…