Fab: content-based, collaborative recommendation
Communications of the ACM
Speech Communication - Special issue on interactive voice technology for telecommunication applications (IVITA '96)
NSPW '97 Proceedings of the 1997 workshop on New security paradigms
Combining collaborative filtering with personal agents for better recommendations
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
BoosTexter: A Boosting-based Systemfor Text Categorization
Machine Learning - Special issue on information retrieval
SCANMail: a voicemail interface that makes speech browsable, readable and searchable
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Using HCI to leverage communication technology
interactions - Winds of change
Recognizing Time Pressure and Cognitive Load on the Basis of Speech: An Experimental Study
UM '01 Proceedings of the 8th International Conference on User Modeling 2001
Mining the peanut gallery: opinion extraction and semantic classification of product reviews
WWW '03 Proceedings of the 12th international conference on World Wide Web
Combining Key-Phrase Detection and Subword-Based Verification for Flexible Speech Understanding
ICASSP '97 Proceedings of the 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '97)-Volume 2 - Volume 2
Keyword extraction using term-domain interdependence for dictation of radio news
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Evolving GATE to meet new challenges in language engineering
Natural Language Engineering
Proceedings of the 10th international conference on Intelligent user interfaces
Incorporating contextual information in recommender systems using a multidimensional approach
ACM Transactions on Information Systems (TOIS)
IEEE Transactions on Knowledge and Data Engineering
Information extraction from voicemail
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Extracting knowledge from evaluative text
Proceedings of the 3rd international conference on Knowledge capture
A strategy for generating evaluative arguments
INLG '00 Proceedings of the first international conference on Natural language generation - Volume 14
Thumbs up?: sentiment classification using machine learning techniques
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Information extraction from voicemail transcripts
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Human-centered design meets cognitive load theory: designing interfaces that help people think
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Minimum cut model for spoken lecture segmentation
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Robust named entity extraction from large spoken archives
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Modeling online reviews with multi-grain topic models
Proceedings of the 17th international conference on World Wide Web
A multimedia interface for facilitating comparisons of opinions
Proceedings of the 14th international conference on Intelligent user interfaces
Mining opinion features in customer reviews
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Using N-best lists for named entity recognition from Chinese speech
HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers
Learning document-level semantic properties from free-text annotations
Journal of Artificial Intelligence Research
Generating and evaluating evaluative arguments
Artificial Intelligence
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Review sentiment scoring via a parse-and-paraphrase paradigm
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Evaluating the effectiveness of information presentation in a full end-to-end dialogue system
SIGDIAL '09 Proceedings of the SIGDIAL 2009 Conference: The 10th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Speech vs. touch-tone: telephony interfaces for information access by low literate users
ICTD'09 Proceedings of the 3rd international conference on Information and communication technologies and development
Cheap, fast and good enough: automatic speech recognition with non-expert transcription
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Capturing the stars: predicting ratings for service and product reviews
SS '10 Proceedings of the NAACL HLT 2010 Workshop on Semantic Search
Have2eat: a restaurant finder with review summarization for mobile phones
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Demonstrations
Enriching speech recognition with automatic detection of sentence boundaries and disfluencies
IEEE Transactions on Audio, Speech, and Language Processing
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This paper proposes a paradigm for using speech to interact with computers, one that complements and extends traditional spoken dialogue systems: speech for content creation. The literature in automatic speech recognition ASR, natural language processing NLP, sentiment detection, and opinion mining is surveyed to argue that the time has come to use mobile devices to create content on-the-fly. Recent work in user modelling and recommender systems is examined to support the claim that using speech in this way can result in a useful interface to uniquely personalizable data. A data collection effort recently undertaken to help build a prototype system for spoken restaurant reviews is discussed. This vision critically depends on mobile technology, for enabling the creation of the content and for providing ancillary data to make its processing more relevant to individual users. This type of system can be of use where only limited speech processing is possible.