Prosody-based automatic segmentation of speech into sentences and topics
Speech Communication - Special issue on accessing information in spoken audio
HLT '01 Proceedings of the first international conference on Human language technology research
Multimodal group action clustering in meetings
Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks
Automatic Analysis of Multimodal Group Actions in Meetings
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using Dialogue Features to Predict Trouble During Collaborative Learning
User Modeling and User-Adapted Interaction
Co-Adaptation of audio-visual speech and gesture classifiers
Proceedings of the 8th international conference on Multimodal interfaces
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Generating overview summaries of ongoing email thread discussions
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Towards smart meeting: enabling technologies and a real-world application
Proceedings of the 9th international conference on Multimodal interfaces
A survey on sentiment detection of reviews
Expert Systems with Applications: An International Journal
Inferring Human Interactions in Meetings: A Multimodal Approach
UIC '09 Proceedings of the 6th International Conference on Ubiquitous Intelligence and Computing
Get out the vote: determining support or opposition from congressional floor-debate transcripts
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Multimodal subjectivity analysis of multiparty conversation
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Agreement/disagreement classification: exploiting unlabeled data using contrast classifiers
NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers
Automatic nonverbal analysis of social interaction in small groups: A review
Image and Vision Computing
Argumentative human computer dialogue for automated persuasion
SIGdial '08 Proceedings of the 9th SIGdial Workshop on Discourse and Dialogue
Modelling and detecting decisions in multi-party dialogue
SIGdial '08 Proceedings of the 9th SIGdial Workshop on Discourse and Dialogue
Agreement detection in multiparty conversation
Proceedings of the 2009 international conference on Multimodal interfaces
Smart meeting systems: A survey of state-of-the-art and open issues
ACM Computing Surveys (CSUR)
Real-time decision detection in multi-party dialogue
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Prosodic and gestural expression of interactional agreement
COST 2102'07 Proceedings of the 2007 COST action 2102 international conference on Verbal and nonverbal communication behaviours
Automatic decision detection in meeting speech
MLMI'07 Proceedings of the 4th international conference on Machine learning for multimodal interaction
Multimodal sensing, recognizing and browsing group social dynamics
Personal and Ubiquitous Computing
A multi-modal dialogue analysis method for medical interviews based on design of interaction corpus
Personal and Ubiquitous Computing
Abstractive summarization of voice communications
LTC'09 Proceedings of the 4th conference on Human language technology: challenges for computer science and linguistics
Detection of agreement and disagreement in broadcast conversations
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Annotating social acts: authority claims and alignment moves in Wikipedia talk pages
LSM '11 Proceedings of the Workshop on Languages in Social Media
Participants' personal note-taking in meetings and its value for automatic meeting summarisation
Information Technology and Management
Survey on mining subjective data on the web
Data Mining and Knowledge Discovery
Leveraging editor collaboration patterns in wikipedia
Proceedings of the 23rd ACM conference on Hypertext and social media
Sentiment detection with auxiliary data
Information Retrieval
Annotation of adversarial and collegial social actions in discourse
LAW VI '12 Proceedings of the Sixth Linguistic Annotation Workshop
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To support summarization of automatically transcribed meetings, we introduce a classifier to recognize agreement or disagreement utterances, utilizing both word-based and prosodic cues. We show that hand-labeling efforts can be minimized by using unsupervised training on a large unlabeled data set combined with supervised training on a small amount of data. For ASR transcripts with over 45% WER, the system recovers nearly 80% of agree/disagree utterances with a confusion rate of only 3%.