Input Segmentation of Spontaneous Speech in JANUS: A Speech-to-speech Translation System
ECAI '96 Workshop on Dialogue Processing in Spoken Language Systems
Adaptive sentence boundary disambiguation
ANLC '94 Proceedings of the fourth conference on Applied natural language processing
Automatic generation of concise summaries of spoken dialogues in unrestricted domains
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Automatic summarization of open-domain multiparty dialogues in diverse genres
Computational Linguistics - Summarization
DiaSumm: flexible summarization of spontaneous dialogues in unrestricted domains
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
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We describe and experimentally evaluate an efficient method for automatically determining small clause boundaries in spontaneous speech. Our method applies an artificial neural network to information about part of speech and trigger words.We find that with a limited amount of data (less than 2500 words for the training set), a small sliding context window (+/-3 tokens) and only two hidden units, the neural net performs extremely well on this task: less than 5% error rate and F-score (combined precision and recall) of over .85 on unseen data.These results prove to be better than those reported earlier using different approaches.