{"type":"ScholarlyArticle","title":"High Performance Natural Language Processing on Semantic Network Array Processor","authors":[{"name":"Hiroaki Kitano","slug":"hiroaki-kitano","given":"Hiroaki","family":"Kitano","affiliation":""},{"name":"Dan I. Moldovan","slug":"dan-i-moldovan","given":"Dan I.","family":"Moldovan","affiliation":""},{"name":"Seungho Cha","slug":"seungho-cha","given":"Seungho","family":"Cha","affiliation":""}],"abstract":"This paper describes a natural language processing system developed for the Semantic Network Array Processor (SNAP). The goal of our work is to develop a scalable and high-performance natural language processing system which utilizes the high degree of parallelism provided by the SNAP machine. We have implemented an experimental machine translation system as a central part of a realtime speech-to-speech dialogue translation system. It is a SNAP version of the ~DMDIALOG speech-tospeech translation system. Memory-based natural language processing and syntactic constraint network model has been incorporated using parallel marker-passing which is directly supported from hardware level. Experimental results demonstrate that the parsing of a sentence is done in the order of milliseconds.","doi":null,"url":"https://ijcai.org/proceedings/1991/134","pdf":"https://ijcai.org/proceedings/1991/0134.pdf","markdown":"https://ijcai.org/proceedings/1991/134.md","bibtex":"https://ijcai.org/proceedings/1991/bibtex/134","volume":{"slug":"1991","title":"Proceedings of the Twelfth International Joint Conference on Artificial Intelligence","short_title":"IJCAI 1991","url":"https://ijcai.org/proceedings/1991/","year":1991,"location":"Sydney, New South Wales, Australia","dates":"24-30 August 1991","editors":"John Mylopoulos and Ray Reiter","isbn":"","publisher":"International Joint Conferences on Artificial Intelligence","doi_prefix":""},"section":"Natural Language","track":"Natural Language","number":134,"pages":{"first":911,"last":916},"keywords":[],"videos":[],"references":[],"license_note":"Copyright International Joint Conferences on Artificial Intelligence."}