Nhat Tran

Enhancing Knowledge Retrieval with Topic Modeling for Knowledge-Grounded Dialogue

Knowledge retrieval is one of the major challenges in building a knowledge-grounded dialogue system. A common method is to use a neural retriever with a distributed approximate nearest-neighbor database to quickly find the relevant knowledge sentences. In this work, we propose an approach that utili…