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2017

Mayor Torres Juan M., Stepanov A. E.

Enhanced face/audio emotion recognition: video and instance level classification using ConvNets and restricted Boltzmann Machines (Proceeding)

WI '17 Proceedings of the International Conference on Web Intelligence Pages 939-946, Leipzig, Germany - August 23 - 26, 2017, 2017.

(Abstract | Links | BibTeX | Tags: Affective Computing, Interactive Systems, Signal Annotation and Interpretation)

Stepanov A. E., Chowdhury A. S., Bayer A. O., Ghosh A., Klasinas I., Calvo M., Sanchis E. and Riccardi G.

Cross-Language Transfer of Semantic Annotation via Targeted Crowdsourcing: Task Design and Evaluation (Article)

Language Resources and Evaluation, https://doi.org/10.1007/s10579-017-9396-5 , Springer, 2017, 2017.

(Abstract | Links | BibTeX | Tags: Signal Annotation and Interpretation)

2016

Celli F., Stepanov A. E., Poesio M. and Riccardi G.

Predicting Brexit: Classifying Agreement is Better than Sentiment and Pollsters (Proceeding)

Proc. PEOPLES Workshop at COLING, Osaka 2016., 2016.

(Abstract | Links | BibTeX | Tags: Affective Computing, Machine Learning, Signal Annotation and Interpretation)

Chowdhury S. , Stepanov A. E. and Riccardi G.

Predicting User Satisfaction from Turn-Taking in Spoken Conversations (Proceeding)

Proc. INTERSPEECH, San Francisco, 2016., 2016.

(Abstract | Links | BibTeX | Tags: Affective Computing, Conversational and Interactive Systems , Discourse, Interactive Systems, Signal Annotation and Interpretation, Speech Processing)

Mayor J. M., Ghosh A., Stepanov A. E. and Riccardi G.

HEAL-T: An Efficient PPG-based Heart-Rate And IBI Estimation Method During Physical Exercise (Proceeding)

Proc. EUSIPCO, Budapest, 2016, 2016.

(Abstract | Links | BibTeX | Tags: Health Analytics, Signal Annotation and Interpretation)

Mayor J. M., Stepanov A. E. and Riccardi G.

EEG Semantic Decoding Using Deep Neural Networks (Conference)

Workshop on Concepts, Actions and Objects, Rovereto, 2016., 2016.

(Links | BibTeX | Tags: Health Analytics, Signal Annotation and Interpretation)

Celli F., Riccardi G. and Alam F.

Multilevel Annotation of Agreement and Disagreement in Italian News Blogs (Proceeding)

Proc. Language Resources and Evaluation Conference , Portroz, 2016, 2016.

(Abstract | Links | BibTeX | Tags: Signal Annotation and Interpretation)

Danieli M., Balamurali A. R., Stepanov A. E., Favre B., Bechet F. and Riccardi G.

Summarizing Behaviors: An Experiment on the Annotation of Call-Centre Conversations (Proceeding)

Proc. Language Resources and Evaluation Conference , Portroz, 2016, 2016.

(Abstract | Links | BibTeX | Tags: Signal Annotation and Interpretation)

2015

Stepanov E. and Riccardi G.

Sentiment Polarity Classification with Low-level Discourse-based Features (Conference)

2015.

(Links | BibTeX | Tags: Natural Language Processing, Signal Annotation and Interpretation)

Celli F., Ghosh A., Alam F. and Riccardi G.

In the mood for Sharing Contents: Emotions, personality and interaction styles in the diffusion of news (Article)

Information Processing and Management, Nov 2015, 2015.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing, Signal Annotation and Interpretation)

Chowdhury A,, Danieli M. and Riccardi G.

The Role of Speakers and Context in Classifying Competition in Overlapping Speech (Conference)

2015.

(Abstract | Links | BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Signal Annotation and Interpretation)

Bayer A. O. and Riccardi G.

Deep Semantic Encodings for Language Modeling (Conference)

2015.

(Abstract | Links | BibTeX | Tags: Language Modeling, Signal Annotation and Interpretation, Speech Processing)

Chowdhury A, Calvo M., Ghosh A., Stepanov A. E., Bayer A. O., Riccardi G., Garcia F. and Sanchis E.

Selection and Aggregation Techniques for Crowdsourced Semantic Annotation Task (Conference)

2015.

(Abstract | Links | BibTeX | Tags: Machine Learning, Signal Annotation and Interpretation, Statistical Machine Translation)

Favre B., Stepanov A. E., Trione J. , Bechet F. and Riccardi G.

Call Centre Conversation Summarization: A Pilot Task at Multiling 2015 (Conference)

2015.

(Abstract | Links | BibTeX | Tags: Conversational and Interactive Systems , Signal Annotation and Interpretation)

Ghosh A, Danieli M. and Riccardi G.

Annotation and Prediction of Stress and Workload from Physiological and Inertial Signals (Conference)

2015.

(Abstract | Links | BibTeX | Tags: Health Analytics, Machine Learning, Signal Annotation and Interpretation)

Ghosh A, Mayor Torres J.M., Danieli M. and Riccardi G.

Detection of Essential Hypertension with Physiological Signals from Wearable Devices (Conference)

2015.

(Abstract | Links | BibTeX | Tags: Health Analytics, Machine Learning, Signal Annotation and Interpretation)

Chowdhury A, Danieli M. and Riccardi G.

Annotating and Categorizing Competition in Overlap Speech (Conference)

2015.

(Abstract | Links | BibTeX | Tags: Discourse, Natural Language Processing, Signal Annotation and Interpretation)

Parodi S, Riccardi G, Castagnino N, Tortolina L, Maffei M, Zoppoli G, Nencioni A, Ballestrero A, Patrone F.

Systems Medicine in Oncology: Signaling-networks modeling and new generation decision-support systems (Book)

Methods Molecular Biology, Vol. 1386, Schmitz U and Wolkenhauer O (Eds): Systems Medicine, Springer Science press., 2015.

(BibTeX | Tags: Machine Learning, Signal Annotation and Interpretation)

2014

Celli F. and Riccardi G. and Ghosh A.

CorEA: Italian News Corpus with Emotions and Agreement (Conference)

2014.

(Abstract | Links | BibTeX | Tags: Affective Computing, Natural Language Processing, Signal Annotation and Interpretation)

Chowdhury S. A. and Riccardi G.

Unsupervised Recognition and Clustering of Speech Overlaps in Spoken Conversations (Conference)

2014.

(Abstract | Links | BibTeX | Tags: Signal Annotation and Interpretation)

Danieli M. , Riccardi G. and Alam F.

Annotation of Complex Emotions in Real-Life Dialogues: The Case of Empathy (Conference)

2014.

(Abstract | Links | BibTeX | Tags: Affective Computing, Signal Annotation and Interpretation)

Chowdhury S. A., Ghosh A., Stepanov E., Bayer A. O., Riccardi G. and Klasinas I.

Cross-Language Transfer of Semantic Annotation via Targeted Crowdsourcing (Conference)

2014.

(Abstract | Links | BibTeX | Tags: Signal Annotation and Interpretation)

Stepanov E. and Riccardi G.

Towards Cross-Domain PDTB-Style Discourse Parsing (Conference)

2014.

(Abstract | Links | BibTeX | Tags: Natural Language Processing, Signal Annotation and Interpretation)

Han S., Dinarelli M., Raymond C., Lefevre F., Lehnen P., De Mori R., Moschitti A., Ney H. and Riccardi G.

Comparing Stochastic Approaches to Spoken Language Understanding in Multiple Languages (Article)

IEEE Trans. on Audio, Speech and Language Processing, vol. 19, no. 6, pp. 1569-1583, 2011, 2014.

(Abstract | Links | BibTeX | Tags: Signal Annotation and Interpretation, Speech Processing)

2013

Riccardi G., Ghosh A., Chowdhury S. A. and Bayer A. O.

Motivational Feedback in Crowdsourcing: a Case Study in Speech Transcriptions (Conference)

2013.

(Abstract | Links | BibTeX | Tags: Affective Computing, Conversational and Interactive Systems , Machine Learning, Signal Annotation and Interpretation)

Stepanov E., Kashkarev I., Bayer A. O., Riccardi G. and Ghosh A.

Language Style and Domain Adaptation for Cross-Language Porting (Conference)

2013.

(Abstract | Links | BibTeX | Tags: Signal Annotation and Interpretation, Statistical Machine Translation)

2012

Dinarelli M., Moschitti A. and Riccardi G.

Discriminative Reranking for Spoken Language Understanding (Article)

IEEE Trans. on Audio, Speech and Language Processing, vol. 20, no. 2, pp. 526-539, 2012, 2012.

(Abstract | Links | BibTeX | Tags: Signal Annotation and Interpretation, Speech Processing)

Garcia F., Hurtado L. F., Segarra E., Sanchis E. and Riccardi G.

Combining Machine Translation Systems for Spoken Language Understanding Portability (Conference)

2012.

(Abstract | Links | BibTeX | Tags: Machine Learning, Signal Annotation and Interpretation, Speech Processing, Statistical Machine Translation)

2011

Ghosh S., Tonelli S., Riccardi G. and Johansson R.

End-to-End Discourse Parser Evaluation (Conference)

2011.

(Abstract | Links | BibTeX | Tags: Discourse, Machine Learning, Natural Language Processing, Signal Annotation and Interpretation)

Quarteroni S., Ivanov A. V. and Riccardi G.

Simultaneous Dialog Act Segmentation and Classification from Human-Human Spoken Conversations (Conference)

2011.

(Abstract | Links | BibTeX | Tags: Natural Language Processing, Signal Annotation and Interpretation, Speech Processing)

Moschitti A., Chu-Carroll J., Patwardhan S., Fan J. and Riccardi G.

Using Syntacting and Semantic Structural Kernels for Classifying Definition Questions in Jeopardy! (Conference)

2011.

(Abstract | Links | BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Natural Language Processing, Signal Annotation and Interpretation)

2010

Dinarelli M., Moschitti A. and Riccardi G.

Hypotheses Selection for Re-Ranking semantic Annotation (Conference)

2010.

(Abstract | Links | BibTeX | Tags: Signal Annotation and Interpretation)

Ivanov A. V., Riccardi G.

Automatic Turn Segmentation in Spoken Conversations (Conference)

2010.

(Abstract | Links | BibTeX | Tags: Signal Annotation and Interpretation)

Nguyen T. T., Moschitti A. and Riccardi G.

Kernel-based Reranking for Named-Entity Extraction (Conference)

2010.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing, Signal Annotation and Interpretation)

Sara Tonelli S., Riccardi G., Prasad R. and Joshi A.

Annotation of Discourse Relations for Conversational Spoken Dialogs (Conference)

2010.

(Abstract | Links | BibTeX | Tags: Discourse, Natural Language Processing, Signal Annotation and Interpretation)

2009

Dinarelli M., Quarteroni S., Tonelli S., Moschitti A. and Riccardi G.

Annotating Spoken Dialogs: from Speech Segments to Dialog Acts and Frame Semantics (Conference)

2009.

(Abstract | Links | BibTeX | Tags: Natural Language Processing, Signal Annotation and Interpretation)

Baggia P., Cutugno F., Danieli M., Pieraccini R.

The Multisite 2009 EVALITA Spoken Dialog System Evaluation (Conference)

2009.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing, Signal Annotation and Interpretation)

Rodríguez K. J., Dipper S., Götze M., Poesio P., Riccardi G., Raymond C., Wisniewska J.

Standoff Coordination for Multi-Tool Annotation in a Dialogue Corpus (Conference)

2009.

(BibTeX | Tags: Machine Learning, Natural Language Processing, Signal Annotation and Interpretation)

2008

Rodríguez K., Raymond C. and Riccardi G.

Active Annotation in the LUNA Italian Corpus of Spontaneous Dialogues (Conference)

2008.

(BibTeX | Tags: Machine Learning, Natural Language Processing, Signal Annotation and Interpretation)

2007

Raymond C., Riccardi G., Rodríguez K. J. and Wisniewska J.

The LUNA Corpus: an Annotation Scheme for a Multi-domain Multi-lingual Dialogue Corpus (Conference)

2007.

(BibTeX | Tags: Machine Learning, Natural Language Processing, Signal Annotation and Interpretation)

2004

Tur G., Hakkani-Tur D. and Riccardi G.

Extending Boosting For Call Classification Using Word Confusion Networks (Conference)

2004.

(BibTeX | Tags: Machine Learning, Signal Annotation and Interpretation)

2002

Gokhan T., Wright J., Gorin A., Riccardi G., Tur H.

Improving Spoken Language Understanding Using Word Confusion Networks (Conference)

2002.

(BibTeX | Tags: Machine Learning, Signal Annotation and Interpretation, Speech Processing)

Rochery M., Schapire R., Rahim M., Gupta G., Riccardi G., Bangalore S., Alshawi H. and Douglas S.

Combining Prior Knowledge and Boosting for Call Classification in Spoken Language Dialogue (Conference)

2002.

(BibTeX | Tags: Machine Learning, Signal Annotation and Interpretation, Speech Processing)

2001

Rahim M., Riccardi G., Saul L., Wright J., Buntschuh B. and Gorin A. L.

Robust Numeric Recognition in Spoken Language Dialogue (Article)

Speech Communication, 34, pp. 195-212, 2001, 2001.

(Abstract | Links | BibTeX | Tags: Machine Learning, Signal Annotation and Interpretation, Speech Processing)

Rose R. C., Yao H., Riccardi G. and Wright J. H.

Integration of Utterance Verification with Statistical Language Modeling and Spoken Language Understanding (Article)

Speech Communication, 34, pp. 321-331, 2001, 2001.

(Abstract | Links | BibTeX | Tags: Machine Learning, Signal Annotation and Interpretation, Speech Processing)

2000

Petrovska-Delacretaz D., Gorin A. L., Riccardi G. and Wright J. H.

Detecting Acoustic Morphemes in Lattices for Spoken Language Understanding (Conference)

2000.

(BibTeX | Tags: Machine Learning, Signal Annotation and Interpretation, Speech Processing)

Gorin A. L., Wright J. H., Riccardi G., Abella A. and Alonso T.

Semantic information processing of spoken language (Conference)

2000.

(BibTeX | Tags: Machine Learning, Signal Annotation and Interpretation, Speech Processing)

1999

Potamianos A., Riccardi G. and Narayanan S.

Categorical understanding using statistical N-gram models (Conference)

1999.

(BibTeX | Tags: Machine Learning, Signal Annotation and Interpretation, Speech Processing)

1997

Rose R. C., Yao H., Riccardi G. and Wright J.

Integrating multiple knowledge sources for utterance verification in a large vocabulary speech understanding system (Conference)

1997.

(BibTeX | Tags: Machine Learning, Signal Annotation and Interpretation, Speech Processing)

1995

Bocchieri E., Levin E., Pieraccini R. and Riccardi G.

Understanding spontaneous speech (Article)

J. of the Italian Assoc. of Artificial Intelligence, Sept. 1995, 1995.

(BibTeX | Tags: Machine Learning, Signal Annotation and Interpretation, Speech Processing)

Bocchieri E., Riccardi G. and Anantharaman J.

The 1994 AT&T ATIS CHRONUS recognizer (Conference)

1995.

(BibTeX | Tags: Language Modeling, Signal Annotation and Interpretation)

1994

Bocchieri E. and Riccardi G.

The 1993 AT&T ATIS system (Conference)

1994.

(BibTeX | Tags: Language Modeling, Signal Annotation and Interpretation, Speech Processing)