Getting computers to talk like you and me
Getting computers to talk like you and me
Attention, intentions, and the structure of discourse
Computational Linguistics
Computer systems that learn: classification and prediction methods from statistics, neural nets, machine learning, and expert systems
C4.5: programs for machine learning
C4.5: programs for machine learning
A problem for RST: the need for multi-level discourse analysis
Computational Linguistics
Classifying cue phrases in text and speech using machine learning
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Lexical cohesion computed by thesaural relations as an indicator of the structure of text
Computational Linguistics
Empirical studies on the disambiguation of cue phrases
Computational Linguistics
Planning text for advisory dialogues: capturing intentional and rhetorical information
Computational Linguistics
The intonational structuring of discourse
ACL '86 Proceedings of the 24th annual meeting on Association for Computational Linguistics
A property-sharing constraint in Centering
ACL '86 Proceedings of the 24th annual meeting on Association for Computational Linguistics
Providing a unified account of definite noun phrases in discourse
ACL '83 Proceedings of the 21st annual meeting on Association for Computational Linguistics
Intention-based segmentation: human reliability and correlation with linguistic cues
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
Text segmentation based on similarity between words
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
Multi-paragraph segmentation of expository text
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
An automatic method of finding topic boundaries
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Estimating upper and lower bounds on the performance of word-sense disambiguation programs
ACL '92 Proceedings of the 30th annual meeting on Association for Computational Linguistics
Intonational features of local and global discourse structure
HLT '91 Proceedings of the workshop on Speech and Natural Language
Statistical Models for Text Segmentation
Machine Learning - Special issue on natural language learning
A critique and improvement of an evaluation metric for text segmentation
Computational Linguistics
Topic Detection Using Lexical Chains
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Modeling Cue Phrases in Turkish: A Case Study
TSD '99 Proceedings of the Second International Workshop on Text, Speech and Dialogue
Text Segmentation into Paragraphs Based on Local Text Cohesion
TSD '01 Proceedings of the 4th International Conference on Text, Speech and Dialogue
TextTiling: segmenting text into multi-paragraph subtopic passages
Computational Linguistics
Discourse segmentation by human and automated means
Computational Linguistics
Integrating prosodic and lexical cues for automatic topic segmentation
Computational Linguistics
Advances in domain independent linear text segmentation
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Text segmentation with multiple surface linguistic cues
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Text segmentation using reiteration and collocation
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Cohesion and collocation: using context vectors in text segmentation
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
An efficient statistical speech act type tagging system for speech translation systems
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Discourse segmentation of multi-party conversation
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Computational Linguistics
A corpus study of evaluative and speculative language
SIGDIAL '01 Proceedings of the Second SIGdial Workshop on Discourse and Dialogue - Volume 16
Broad coverage paragraph segmentation across languages and domains
ACM Transactions on Speech and Language Processing (TSLP)
Combining statistical data analysis techniques to extract topical keyword classes from corpora
Intelligent Data Analysis
A Model of Discourse Segmentation and Segment Title Assignment for Lecture Speech Indexing
IEICE - Transactions on Information and Systems
Bayesian unsupervised topic segmentation
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Cue phrase classification using machine learning
Journal of Artificial Intelligence Research
An empirical approach to temporal reference resolution
Journal of Artificial Intelligence Research
Integrating Gricean and attentional constraints
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
A study on the reliability of two discourse segmentation models
PROPOR'03 Proceedings of the 6th international conference on Computational processing of the Portuguese language
Affirmative cue words in task-oriented dialogue
Computational Linguistics
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We predict discourse segment boundaries from linguistic features of utterances, using a corpus of spoken narratives as data. We present two methods for developing segmentation algorithms from training data: hand tuning and machine learning. When multiple types of features are used, results approach human performance on an independent test set (both methods), and using cross-validation (machine learning).