A General and Flexible Multi-concept Parsing Framework for Multilingual Semantic Matching

arXiv:2403.02975v1 Announce Type: new
Abstract: Sentence semantic matching is a research hotspot in natural language processing, which is considerably significant in various key scenarios, such as community question answering, searching, chatbot, and recommendation. Since most of the advanced models directly model the semantic relevance among words between two sentences while neglecting the \textit{keywords} and \textit{intents} concepts of them, DC-Match is proposed to disentangle keywords from intents and utilizes them to optimize the matching performance. Although DC-Match is a simple yet …

abstract advanced arxiv chatbot community concept cs.ai cs.cl framework general key language language processing multilingual natural natural language natural language processing parsing processing question question answering recommendation research searching semantic type words