29 citations · 39 across the 4 of their papers we have counts for
4 papers
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…
An Efficient Simulation-Based Travel Demand Calibration Algorithm for Large-Scale Metropolitan Traffic Models
Neha Arora, Yi-fan Chen, Sanjay Ganapathy +5
Metropolitan scale vehicular traffic modeling is used by a variety of private and public sector urban mobility stakeholders to inform the design and operations of road networks. Hi…
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…
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…