Show all

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)

Schenk N., Chiarcos C., Donandt K., Rönnqvist S., Stepanov A. E. and Riccardi G.

Do We Really Need All Those Rich Linguistic Features? A Neural Network-Based Approach to Implicit Sense Labeling (Proceeding)

Proc. CoNLL, Berlin, 2016, 2016.

(Abstract | Links | BibTeX | Tags: Machine Learning)

2015

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)

Mogessie M, Riccardi G. and Ronchetti M.

Predicting Students’ Final Exam Scores from their Course Activities (Article)

Proc. IEEE Frontiers in Education, El Paso ( USA), 2015., 2015.

(Abstract | Links | BibTeX | Tags: Education Analytics, Machine Learning)

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)

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)

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)

Stepanov E., Bayer A. O., Riccardi G.,

The UniTN Discourse Parser in CoNLL 2015 Shared Task (Conference)

2015.

(Abstract | Links | BibTeX | Tags: Discourse, Machine Learning, Natural Language Processing)

Vinciarelli A., Esposito A., Andre’ E., Bonin F., Chetouani M., Cohn F. J., Cristani M., Fuhrmann F., Gilmartin E., Hammal Z., Heylen D., Kaiser R., Koutsombogera M., Potamianos A., Renals S., Riccardi G., Salah A. G.

Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human–Human and Human–Machine Interactions (Article)

Cognitive Computation, pp. 1-17, April 2015, 2015.

(Abstract | Links | BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Speech Processing)

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)

2013

Bayer A. O. and Riccardi G.

On-line Adaptation of Semantic Models for Spoken Language Understanding (Conference)

2013.

(Abstract | Links | BibTeX | Tags: Machine Learning, Speech Processing)

Bayer A. O. and Riccardi G.

Instance-Based On-Line Language Model Adaptation (Conference)

2013.

(Abstract | Links | BibTeX | Tags: Machine Learning, Speech Processing)

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)

2012

Bayer A. O. and Riccardi G.

Joint Language Models for Automatic Speech Recognition and Understanding (Conference)

2012.

(Abstract | Links | BibTeX | Tags: Machine Learning, 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)

Ghosh S., Riccardi G. and Johansson R.

Global Features for Shallow Discourse Parsing (Conference)

2012.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing)

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

Improving the Recall of a Discourse Parser by Constraint-Based Postprocessing (Conference)

2012.

(BibTeX | Tags: Discourse, Machine Learning, Natural Language Processing)

2011

Stepanov E. and Riccardi G.

Detecting General Opinions from Customer Surveys (Conference)

2011.

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

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)

2010

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)

2009

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

The Exploration/Exploitation Trade-Off in Reinforcement Learning for Dialogue Management (Conference)

2009.

(Abstract | Links | BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Speech Processing)

Varges S., Riccardi G., Quarteroni S., Ivanov A. V. and Roberti P.

Leveraging POMDPs trained with User Simulations and Rule-Based Dialog Management in a SDS (Conference)

2009.

(Abstract | Links | BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Speech Processing)

Griol D., Riccardi G. and Sanchis E.

Learning the Structure of Human-Computer and Human-Human Spoken Conversations (Conference)

2009.

(Abstract | Links | BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Speech Processing)

Sporka A. J., Jakub F. and Riccardi G.

Can Machines Call People?- User Experience While Answering Telephone Calls Initiated by Machine (Conference)

2009.

(Abstract | Links | BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Speech Processing)

Varges S., Riccardi G., Quarteroni S., Ivanov A. V. and Roberti P.

On-Line Strategy Computation in Spoken Dialog Systems (Conference)

2009.

(Links | BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Speech Processing)

Riccardi G., Mosca N., Roberti P. and Baggia P.

The Voice Multimodal Application Framework (Conference)

2009.

(BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Speech Processing)

Riccardi G., Baggia P. and Roberti P.

Spoken Dialog Systems: From Theory to Technology (Conference)

2009.

(BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Speech Processing)

Quarteroni S., Dinarelli M. and Riccardi G.

Ontology-Based Grounding of Spoken Language Understanding (Conference)

2009.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing, Speech Processing)

Quarteroni S., Riccardi G. and Dinarelli M.

What's in an Ontology for Spoken Language Understanding (Conference)

2009.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing, Speech Processing)

Dinarelli M., Moschitti A. and Riccardi G.

Concept Segmentation and Labeling for Conversational Speech (Conference)

2009.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing, Speech Processing)

Dinarelli M., Moschitti A. and Riccardi G.

Re-Ranking Models Based on Small Training Data for Spoken Language Understanding (Conference)

2009.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing, Speech Processing)

Dinarelli M., Moschitti A. and Riccardi G.

Re-Ranking Models For Spoken Language Understanding (Conference)

2009.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing, Speech Processing)

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

Convolution Kernels on Constituent, Dependency and Sequential Structures for Relation Extraction (Conference)

2009.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing)

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

Sebastian V., Riccardi G. and Quarteroni S.

Persistent Information State in a Data-Centric Architecture (Conference)

2008.

(BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Speech Processing)

De Mori R., Bechet F., Hakkani-Tur D., McTear M., Riccardi G. and Tur G.

Spoken Language Understanding (Article)

IEEE Signal Processing Magazine vol. 25, pp.50-58 ,2008, 2008.

(BibTeX | Tags: Machine Learning, Natural Language Processing, Speech Processing)

Dinarelli M., Moschitti A., Riccardi G.

Joint Generative And Discriminative Models For Spoken Language Understanding (Conference)

2008.

(BibTeX | Tags: Machine Learning, Natural Language Processing, Speech Processing)

Raymond C. and Riccardi G.

Learning with Noisy Supervision for Spoken Language Understanding (Conference)

2008.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing, Speech Processing)

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

Semantic Annotations For Conversational Speech: from speech transcriptions to predicate argument structures (Conference)

2008.

(BibTeX | Tags: Machine Learning, Natural Language Processing)

Coppola B., Moschitti A., Tonelli S., Riccardi G.

Automatic FrameNet-Based Annotation of Conversational Speech (Conference)

2008.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing)

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

Varges S. and Riccardi G.

A Data-Centric Architecture for Data-Driven Spoken Dialog Systems (Conference)

2007.

(BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Speech Processing)

Moschitti A., Riccardi G. and Raymond C.

Spoken Language Understanding with Kernels for Syntactic/Semantic Structures (Conference)

2007.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing, Speech Processing)

Raymond C., Riccardi G.

Generative and Discriminative Algorithms for Spoken Language Understanding (Conference)

2007.

(BibTeX | Tags: Machine Learning, Natural Language Processing, Speech Processing)

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)

2006

Riccardi G. and Baggia P.

Spoken Dialog Systems: From Theory to Technology (Article)

Edizione della Normale di Pisa, 2006, 2006.

(BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Speech Processing)

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

An Active Approach to spoken Language Processing (Article)

ACM Transactions on Speech and Language Processing, Vol. 3, No. 3, pp 1-31, 2006, 2006.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing, Speech Processing)

Gupta N., Tur G., Hakkani-Tur D., Bangalore S., Riccardi G. and Rahim M.

The AT&T Spoken Language Understanding System (Article)

IEEE Trans. on Audio, Speech and Language Processing, volume 14, Issue 1, pp. 213-22, 2006, 2006.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing, Speech Processing)

Coppola B., Moschitti A., Riccardi G.

Shallow Semantic Parsing for Spoken Language Understanding (Conference)

2006.

(Abstract | Links | BibTeX | Tags: Machine Learning, Natural Language Processing, Speech Processing)

2005

Riccardi G. and Hakkani-Tur D.

Active Learning: Theory and Applications to Automatic Speech Recognition (Article)

IEEE Trans. on Speech and Audio, vol. 13, n.4 , pp. 504-511, 2005, 2005.

(Abstract | Links | BibTeX | Tags: Machine Learning)

Potamianos A., Narayanan S. and Riccardi G.

Adaptive Categorical Understanding for Spoken Dialogue Systems' (Article)

Potamianos A., Narayanan S and Riccardi, G., 2005.

(Abstract | Links | BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Speech Processing)

Hakkani-Tur D., Tur G., Riccardi G. and Kim H. K.

Error Prediction in Spoken Dialog: from Signal-to-Noise Ratio to Semantic Confidence Scores (Conference)

2005.

(BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Speech Processing)

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

Mining Spoken dialogue Corpora for system Evaluation and Modeling (Conference)

2005.

(BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Speech Processing)

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

Combining Classifiers for Spoken Language Understanding (Conference)

2005.

(BibTeX | Tags: Machine Learning, Natural Language Processing, Speech Processing)

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)

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

Unsupervised and Active Learning in Automatic Speech Recognition for Call Classification (Conference)

2004.

(BibTeX | Tags: Language Modeling, Machine Learning, Speech Processing)

2003

Riccardi G. and Hakkani-Tur D.

Active and Unsupervised Learning for Automatic Speech Recognition (Conference)

2003.

(BibTeX | Tags: Machine Learning)

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

Multi-channel Sentence Classification for Spoken Dialogue Modeling (Conference)

2003.

(BibTeX | Tags: Machine Learning, Speech Processing)

2002

Tur D., Riccardi G. and Gorin A. L.

Active Learning for Automatic Speech Recognition (Conference)

2002.

(BibTeX | Tags: Machine Learning)

Fabbrizio G., Dutton D., Gupta N., Hollister B., Rahim M., Riccardi G., Schapire R. and Schroeter J.

AT&T Help Desk (Conference)

2002.

(BibTeX | Tags: Conversational and Interactive Systems , Machine Learning, Speech Processing)

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)

Gretter R. and Riccardi G.

On-line learning of language models with word error probability distributions (Conference)

2001.

(BibTeX | Tags: Machine Learning, 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

Riccardi G.

On-line Learning of Acoustic and Lexical Units for Domain-Independent ASR (Conference)

2000.

(BibTeX | Tags: Machine Learning)

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

Conkie A., Riccardi G. and Rose R. C.

Prosody recognition from speech utterances using acoustic and linguistic based models of prosodic events (Conference)

1999.

(BibTeX | Tags: Machine Learning, Speech Processing)

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)

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

Learning spoken language without transcription (Conference)

1999.

(BibTeX | Tags: Machine Learning)

1998

Arai K., Wright J. H., Riccardi G. and Gorin A. L.

Grammar fragment acquisition using syntactic and semantic clustering (Conference)

1998.

(BibTeX | Tags: Machine Learning)

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)