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Publications Papers 1. Federico Marinelli, Alessandra Cervone, Giuliano Tortoreto, Evgeny A. Stepanov, Giuseppe Di Fabbrizio, Giuseppe Riccardi, Active Annotation: Bootstrapping Annotation Lexicon and Guidelines for Supervised NLU Learning, Interspeech 2019, Graz, Austria, Sep 15-19, 2019. bibtex 2. Yiu-Chang Lin, Giuseppe Di Fabbrizio, and Ankur Datta, E-commerce Product Query Classification Using Implicit User's Feedback from Clicks, 2018 IEEE International Conference on Big Data, Seattle, USA, Dec 10-13, 2018. bibtex 3. Yiu-Chang Lin, Giuseppe Di Fabbrizio, and Ankur Datta, Query Segmentation via RNNs Encoder-Decoder Framework, The SIGIR 2017 Workshop on eCommerce, Tokyo, Japan, Aug 11, 2017. bibtex 4. Arthur Toth, Louis Tan, Giuseppe Di Fabbrizio, and Ankur Datta, Predicting Shopping Behavior with Mixture of RNNs, The SIGIR 2017 Workshop on eCommerce, Tokyo, Japan, Aug 11, 2017. bibtex 5. Yandi Xia, Giuseppe Di Fabbrizio, Shikhar Vaibhav, and Ankur Datta, A Content-based Recommender System for E-commerce Offers and Coupons, The SIGIR 2017 Workshop on eCommerce, Tokyo, Japan, Aug 11, 2017. bibtex 6. Yandi Xia, Aaron Levine, Pradipto Das, Giuseppe Di Fabbrizio, Keiji Shinzato, and Ankur Datta, Large-Scale Categorization of Japanese Product Titles Using Neural Attention Models, The European Chapter of the Association for Computational Linguistics (EACL 2017), Valencia, Spain, Apr 3-7, 2017. bibtex 7. Pradipto Das, Yandi Xia, Aaron Levine, Giuseppe Di Fabbrizio, and Ankur Datta, Web-Scale Language-Independent Cataloging of Noisy Product Listings for E-Commerce, The European Chapter of the Association for Computational Linguistics (EACL 2017), Valencia, Spain, Apr 3-7, 2017. bibtex 8. Pradipto Das, Yandi Xia, Aaron Levine, Giuseppe Di Fabbrizio, and Ankur Datta, Large-Scale Taxonomy Categorization for Noisy Product Listings, Big Data and Natural Language Processing workshop hosted at IEEE Big Data 2016, Washington D.C., USA, Dec 5, 2016. bibtex 9. Ahmet Aker, Emina Kurtic, Mark Hepple, Rob Gaizauskas, Giuseppe Di Fabbrizio, Comment-to-Article Linking in the Online News Domain, The 16th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL 2015), Prague, Czech Republic, Sep 2-4, 2015. bibtex 10. Nobal Bikram Niraula, Amanda Stent, Hyuckchul Jung, Giuseppe Di Fabbrizio, Dan Melamed, Vasile Rus, Forms2Dialog: Automatic Dialog Generation for Web Tasks, 2014 IEEE Spoken Language Technology Workshop (SLT 2014), South Lake Tahoe, Nevada, USA, Dec 7-10, 2014. bibtex 11. Giuseppe Di Fabbrizio, Amanda Stent, Robert Gaizauskas, A Hybrid Approach to Multi-document Summarization of Opinions Using Rhetorical Structure Theory and Quote Selection, The 25th International Conference on Computational Linguistics (COLING 2014), Dublin, Ireland, August 23-29, 2014. bibtex 12. Giuseppe Di Fabbrizio, Amanda Stent, Robert Gaizauskas, A Hybrid Approach to Multi-document Summarization of Opinions in Reviews, The 8th International Natural Language Generation conference (INLG 2014), Philadelphia, PA, USA, June 19-21, 2014. bibtex 13. Giuseppe Di Fabbrizio, Thomas Okken, Jay Wilpon, Speech Mashups, Semantic Mashups - Intelligent Reuse of Web Resources, Springer Science+Business Media, New York, May, 2013. bibtex 14. Giuseppe Di Fabbrizio, Ahmet Aker, Robert Gaizauskas, Summarizing On-line Product and Service Reviews Using Aspect Rating Distributions and Language Modeling, IEEE Intelligent Systems, IEEE Computer Society, Los Alamitos, CA, USA, April 11, 2013. bibtex 15. Giuseppe Di Fabbrizio, Amanda Stent, Robert Gaizauskas, Summarizing Opinion-related Information for Mobile Devices, Mobile Speech and Advanced Natural Language Solutions, Springer Science+Business Media, New York, January, 2013. bibtex 16. Alistair Conkie, Yeon-Jun Kim, Thomas Okken, Giuseppe Di Fabbrizio, Building Text-To-Speech Voices in the Cloud, The eighth international conference on Language Resources and Evaluation (LREC), Istanbul, Turkey, May 21-27, 2012. bibtex 17. Francois Mairesse, Joseph Polifroni, Giuseppe Di Fabbrizio, Can Prosody Inform Sentiment Analysis? Experiments on Short Spoken Reviews, The 36th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012), Kyoto, Japan, March 25-30, 2012. bibtex 18. Giuseppe Di Fabbrizio, Ahmet Aker, and Robert Gaizauskas, STARLET: Multi-document Summarization of Service and Product Reviews with Balanced Rating Distributions, IEEE International Conference on Data Mining (ICDM 2011) Workshop - Sentiment Elicitation from Natural Text for Information Retrieval and Extraction (SENTIRE 2011), Vancouver, Canada, December 11, 2011. bibtex 19. Michael Johnston, Giuseppe Di Fabbrizio, Simon Urbanek, mTalk - A Multimodal Browser for Mobile Services, 12th Annual Conference of the International Speech Communication Association (INTERSPEECH 2011), Florence, Italy, August 28-31, 2011. bibtex 20. Luciano Barbosa, Diamantino Caseiro, Giuseppe Di Fabbrizio, Amanda Stent, SpeechForms - From Web to Speech and Back, 12th Annual Conference of the International Speech Communication Association (INTERSPEECH 2011), Florence, Italy, August 28-31, 2011. bibtex 21. Yeon-Jun Kim, Thomas Okken, Alistair Conkie, Giuseppe Di Fabbrizio, AT&T VoiceBuilder: A Cloud-based Text-To-Speech Voice Builder Tool - demo paper, 12th Annual Conference of the International Speech Communication Association (INTERSPEECH 2011), Florence, Italy, August 28-31, 2011. bibtex 22. Narendra Gupta, Mazin Gilbert, Giuseppe Di Fabbrizio, Emotion Detection in Email Customer Care, Computational Intelligence Journal Special Issue on "Computational Approaches to Analysis of Emotion in Text", Wiley-Blackwell, to appear, 2011. bibtex 23. Giuseppe Di Fabbrizio, Diamantino Caseiro, Amanda Stent, Semantic Data Selection for Vertical Business Voice Search, The 36th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), Prague, Czech Republic, May 22-27, 2011. bibtex 24. Giuseppe Di Fabbrizio, Narendra Gupta, Sveva Besana, Premkumar Mani, Have2eat: a Restaurant Finder with Review Summarization for Mobile Phones, The 23rd International Conference on Computational Linguistics (COLING 2010) - demo paper, Beijing, China, August 23-27, 2010. bibtex 25. Narendra Gupta, Mazin Gilbert, Giuseppe Di Fabbrizio, Emotion Detection in Email Customer Care, Proceedings of the HLT-NAACL Workshop on Computational Approaches to Analysis and Generation of Emotion in Text, Los Angeles, CA, USA, June 5, 2010. bibtex 26. Narendra Gupta, Giuseppe Di Fabbrizio, Patrick Haffner, Capturing The Stars: Predicting Ratings For Service And Product Reviews, Proceedings of the HLT-NAACL Workshop on Semantic Search (SemanticSearch 2010), Los Angeles, CA, USA, June 5, 2010. bibtex 27. Giuseppe Di Fabbrizio, Jay G. Wilpon, Thomas Okken, A Speech Mashup Framework for Multimodal Mobile Services, The Eleventh International Conference on Multimodal Interfaces and Workshop on Machine Learning for Multi-modal Interaction (ICMI-MLMI 2009), Cambridge, MA, USA, November 2-6, 2009. bibtex 28. Srinivas Bangalore, Giuseppe Di Fabbrizio, Amanda J. Stent, Learning the Structure of Task-driven Human-Human Dialogs, IEEE Transactions on Audio, Speech, and Language Processing (Special Issue on New Approaches to Statistical Speech and Text Processing), -, September, 2008. bibtex 29. Giuseppe Di Fabbrizio, Amanda J. Stent, Srinivas Bangalore, Trainable Speaker-Based Referring Expression Generation, Twelfth Conference on Computational Natural Language Learning (CoNLL-2008), Manchester, UK, August 16-17, 2008. bibtex 30. Giuseppe Di Fabbrizio, Amanda J. Stent, Srinivas Bangalore, Referring Expression Generation Using Speaker-based Attribute Selection and Trainable Realization (ATT-REG), The 5th International Natural Language Generation Conference, Salt Fork State Park, OH, USA, June 12-14, 2008. bibtex 31. Rittwik Jana, Andrea Basso, Yih-Farn Chen, Giuseppe Di Fabbrizio, David Gibbon, Bernard Renger, Bin Wei, Bridging Communication Services - Connecting Virtual Worlds to Real World, MobEA VI- Personal Rich Social Media - WWW2008 Workshop, Beijing, China, April 22, 2008. bibtex 32. Amanda J. Stent, Srinivas Bangalore, Giuseppe Di Fabbrizio, Where do the Words Come From? Learning Models for Word Choice and Ordering from Spoken Dialog Corpora, ICASSP 2008 - 2008 IEEE International Conference on Acoustics, Speech, and Signal Processing, Las Vegas, Nevada, USA, March 30 - April 4, 2008. bibtex 33. Giuseppe Di Fabbrizio, Gokhan Tur, Dilek Hakkani-Tür, Mazin Gilbert, Bernard Renger, David Gibbon, Zhu Liu, Behzad Shahraray, Bootstrapping Spoken Dialogue Systems by Exploiting Reusable Libraries, Journal of Natural Language Engineering, Cambridge University Press, -, 2007. bibtex 34. Yih-Farn Chen, Giuseppe Di Fabbrizio, David Gibbon, Rittwik Jana, Serban Jora, Bernard Renger, Bin Wei, GeoTracker: Geospatial and Temporal RSS Navigation, The 16th International World Wide Web Conference, Banff, Alberta, Canada, May 8-12, 2007. bibtex 35. Yih-Farn Chen, Giuseppe Di Fabbrizio, David Gibbon, Rittwik Jana, Serban Jora, Bernard Renger, Bin Wei, GeoTV: Navigating Geocoded RSS to Create an IPTV Experience, The 16th International World Wide Web Conference, Banff, Alberta, Canada, May 8-12, 2007. bibtex 36. Giovanni Andreani, Giuseppe Di Fabbrizio, Mazin Gilbert, Dan Gillick, Dilek Hakkani-Tür, and Oliver Lemon, Let's DiSCoH: Collecting an Annotated Open Corpus with Dialogue Acts and Reward Signals for Natural Language Helpdesks, Proccedings of the 1st IEEE/ACL 2006 Workshop on Spoken Language Technology, Palm Beach, Aruba, December 10-13, 2006. bibtex 37. Charles Lewis and Giuseppe Di Fabbrizio, Prompt Selection with Reinforcement Learning in an AT&T Call Routing Application, Proccedings of the 9th International Conference on Spoken Language Processing (Interspeech 2006 - ICSLP), Pittsburgh, Pennsylvania, USA, September 17-21, 2006. bibtex 38. Srinivas Bangalore, Giuseppe Di Fabbrizio and Amanda Stent, Learning the Structure of Task-driven Human-Human Dialogs, Proceedings of the 3rd Joint Conference of the International Committee on Computational Linguistics and the Association for Computational Linguistics (COLING/ACL 20006), Sydney, Australia, July 17-21, 2006. bibtex 39. Charles Lewis and Giuseppe Di Fabbrizio, Dialogue Strategy Optimization with Reinforcement Learning in an AT&T Call Routing Application, AAAI Workshop on Statistical and Empirical Approaches for Spoken Dialogue Systems, Boston, Massachusetts, USA, July 17, 2006. bibtex 40. Fan Yang, Junlan Feng and Giuseppe Di Fabbrizio, A Data Driven Approach to Relevancy Recognition for Contextual Question Answering, HLT-NAACL 2006 Workshop on Interactive Question Answering, New York, USA, June 8-9, 2006. bibtex 41. Srinivas Bangalore, Giuseppe Di Fabbrizio, and Amanda Stent, Towards Learning to Converse: Structuring Task-Oriented Human-Human Dialogs, 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, France, May 14-19, 2006. bibtex 42. Junlan Feng, Dilek Hakkani-Tür, Giuseppe Di Fabbrizio, Mazin Gilbert, and Mark Beutnagel, Webtalk: Towards Automatically Building Spoken Dialog Systems Through Mining Websites, 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, France, May 14-19, 2006. bibtex 43. Charles Lewis, Giuseppe Di Fabbrizio, Michael Johnston, Florence XML (FXML), W3C Working Draft, -, April 10, 2006. bibtex 44. Giuseppe Di Fabbrizio, Gokhan Tur, Dilek Hakkani-Tür, Automated Wizard-of-Oz for Spoken Dialogue Systems, Interspeech'2005 - Eurospeech - 9th European Conference on Speech Communication and Technology, Lisboa, Portugal, September 4-8, 2005. bibtex 45. Mazin Gilbert, Jay G. Wilpon, Benjamin Stern, and Giuseppe Di Fabbrizio, Intelligent Virtual Agents for Contact Center Automation, IEEE Signal Processing Magazine, Volume 22, Number 5, September, 2005. bibtex 46. Charles Lewis and Giuseppe Di Fabbrizio, A Clarification Algorithm for Spoken Dialogue Systems, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Philadelphia, PA, USA, March 18-23, 2005. bibtex 47. Giuseppe Di Fabbrizio and Charles Lewis, Florence: a Dialogue Manager Framework for Spoken Dialogue Systems, ICSLP 2004, 8th International Conference on Spoken Language Processing, Jeju, Jeju Island, Korea, October 4-8, 2004. bibtex 48. Giuseppe Di Fabbrizio and Charles Lewis, An XPath-based Discourse Analysis Module for Spoken Dialogue Systems, The Thirteenth International World Wide Web Conference, New York NY, May 17-22, 2004. bibtex 49. Giuseppe Di Fabbrizio, Gokhan Tur, Dilek Hakkani-Tür, Bootstrapping Spoken Dialog Systems with Data Reuse, Proceedings of the 5th SIGdial Workshop on Discourse and Dialogue, Cambridge, Massachusetts, USA, April 30 - May 1, 2004. bibtex 50. Giuseppe Di Fabbrizio, Dawn Dutton, Narendra Gupta, Barbara Hollister, Mazin Rahim, Giuseppe Riccardi, Robert Schapire, and Juergen Schroeter, AT&T help desk, ICSLP2002, 7th International Conference on Spoken Language Processing, Denver (CO), USA, September 16-20, 2002. bibtex 51. M. Rahim, G.D Fabbrizio, C. Kamm, M. Walker, A. Pokrovsky, P. Ruscitti, E. Levin, S. Lee, A. Syrdal, K. Schlosser, Voice-IF: A Mixed-Initiative Spoken Dialogue System for AT&T Conference Services, Eurospeech 2001, European Conference on Speech Communication and Technology, Aalborg, Denmark, September 3-7, 2001. bibtex 52. Jennifer L. Beckham, Giuseppe Di Fabbrizio, Nils Klarlund, Towards SMIL as a Foundation for Multimodal, Multimedia Applications, Eurospeech 2001, European Conference on Speech Communication and Technology, Aalborg, Denmark, September 3-7, 2001. bibtex 53. E. Levin, S. Narayanan, K. Biatov, E. Bocchieri, G. Di Fabbrizio, S. Lee, A. Pokrovsky, P. Ruscitti, M. Rahim, M. Walker, The AT&T DARPA Communicator, ICSLP2000, 6th International Conference on Spoken Language Processing, Beijing, China, October 16 -20, 2000. bibtex 54. S. Narayanan, G. Di Fabbrizio, J. Hubbell, C. Kamm, B. Buntschuh, P. Ruscitti, J. Wright, Effects of Dialog Initiative and Multimodal Presentation Strategies on Large Directory Information Access, ICSLP2000, 6th International Conference on Spoken Language Processing, Beijing, China, October 16 -20, 2000. bibtex 55. G. Di Fabbrizio and S. Narayanan, Web-Based Monitoring, Logging and Reporting Tools For Multi-Service Multimodal Systems, ICSLP2000, 6th International Conference on Spoken Language Processing, Beijing, China, October 16 -20, 2000. bibtex 56. M. Rahim, R. Pieraccini, W. Eckert, E.Levin, G. Di Fabbrizio, G. Riccardi, C. Kamm, and S. Narayanan, A Spoken Dialogue System for Conference/Workshop Services, ICSLP2000, 6th International Conference on Spoken Language Processing, Beijing, China, October 16 -20, 2000. bibtex 57. E. Bocchieri, G. Di Fabbrizio, S. Lee, E. Levin, S. Narayanan, A. Pokrovsky, P. Ruscitti, M. Rahim, and M. Walker, Spoken dialogue systems: Some case studies from AT&T, DARPA Communicator PI Meeting, Philadelphia, PA, September 11-13, 2000. bibtex 58. G. Di Fabbrizio, S. Narayanan, P. Ruscitti, C. Kamm, B. Buntschuh, J. Hubbell, J. Wright, and J. Hamaker, Unifying Conversational Multimedia Interfaces For Accessing Network Services Across Communication Devices, IEEE International Conference on Multimedia and Expo, New York City, New York, USA, July 30 - August 2, 2000. bibtex 59. E. Levin, R. Pieraccini, W. Eckert, G. Di Fabbrizio, S. Narayanan, Spoken Language Dialogue: From Theory To Practice, IEEE Automatic Speech Recognition and Understanding Workshop, Keystone, Colorado, USA, December 12 -15, 1999. bibtex 60. M. Rahim, R. Pieraccini, W. Eckert, E. Levin, G. Di Fabbrizio, G. Riccardi, C. Lin, C. Kamm, W99 - A Spoken Dialogue System For The ASRU'99 Workshop, IEEE Automatic Speech Recognition and Understanding Workshop, Keystone, Colorado, USA, December 12 -15, 1999. bibtex 61. G. Di Fabbrizio, C. Kamm, P. Ruscitti, S. Narayanan, B. Buntschuh, A. Abella, J. Hubbell, and J. Wright, Extending a Standard-based IP and Computer Telephony Platform to Support Multi-modal Services, ESCA Workshop on Interactive Dialogue in Multi-Modal Systems, Kloster Irsee, Germany, June 22-25, 1999. bibtex 62. A. Abella, B. Buntschuh, G. Di Fabbrizio, C. Kamm, M. Mohri, S. Narayanan, S. Marcus, and D. Sharp, VPQ: A Spoken Language Interface to Large Scale Directory Information, ICSLP1998, 5th International Conference on Spoken Language Processing, Sydney, Australia, November 30 - December 4, 1998. bibtex 63. M. Walker, J. Fromer, G. Di Fabbrizio, C. Mestel, and D. Hindle, What can I say?: Evaluating a spoken language interface to email, SIGCHI, Conference on Human Factors in Computing Systems, Los Angeles, CA USA, April 18-23, 1998. bibtex 64. D. Hindle, J. Fromer, M. Walker, G. Di Fabbrizio, C. Mestel, Evaluating Competing Agent Strategies for a Voice Email Agent, Eurospeech 1997, European Conference on Speech Communication and Technology, Rhodes, Greece, September 22-25, 1997. bibtex 65. M. Walker, D. Hindle, G. Di Fabbrizio, J. Fromer, and C. Mestel, An Evaluation of Mixed Initiative and System Initiative Dialogue Strategies in a Spoken Dialogue Email Agent, AT&T User Experience Symposium 1997, Holmdel, New Jersey, USA, May 22-23, 1997. bibtex 66. M. D'Amico and G. Di Fabbrizio, Relational database for quantitative and statistical analysis of static and dynamic biomechanical spinal measurement, 2nd International Symposium on Three Dimensional Scoliotic Deformities, Pescara, Italy, September 26-29, 1994. bibtex 67. P. L. Salza, G. Di Fabbrizio, M. Oreglia, M. Falcone, C.Sementina, C. Delogu, Valutazione della prosodia di un sintetizzatore da testo in un sistema interattivo di dialogo, Gli apetti prosodici dell'Italiano, Atti delle 4e giornate di studio del gruppo di fonetica sperimentale (A.I.A.) - Collana degli atti dell'Associazione Italiana di Acustica, pp. 189-198, Torino, Italia, 11 - 12 Novembre, 1993. bibtex 68. P.L. Salza, G. Di Fabbrizio, M. Oreglia, M. Flacone, C. Sementina, and C. Delogu, Development of a context dependent methodology for Text-To-Speech syntheses evaluation in interactive dialogue systems, Project ESPRIT 6819 SAM-A Report - Speech Technology Assessment in Multilingual Applications, , October, 1993. bibtex 69. F. Canavesio, G. Castagneri, G. Di Fabbrizio, A. Massone, TESCOS - An integrated workstation to collect large speech databases on the telephone network, AVIOS '93 - Speech Technology Symposium, San Josè, California, USA, September 28-30, 1993. bibtex 70. G. Castagneri, G. Di Fabbrizio, A. Massone, and M. Oreglia, SIRVA - A large speech database collected on the Italian telephone network, Eurospeech 1993, European Conference on Speech Communication and Technology, Berlin, Germany, September 21-23, 1993. bibtex 71. F. Canavesio, G. Castagneri, G. Di Fabbrizio, F. Senia, An overview on speech recognizer testing activities performed in CSELT, Workshop on Applications of Speech Technology, Lautrach, Germany, September 16-17, 1993. bibtex 72. F. Canavesio, G. Castagneri, G. Di Fabbrizio, and F. Senia, Comparison of two methods of performance assessment of commercial Speech Recognition Systems operating in telephone environment, CITT (Comité Consultatif International Téléphonique et Télégraphique) Contribution, , May, 1993. bibtex 73. F. Canavesio, G. Castagneri, G. Di Fabbrizio, and F. Senia, Comparison between two methodologies of testing isolated word speech recognizers, ICSLP 1992, 2nd International Conference on Spoken Language Processing, Banff, Alberta, Canada, October 12-16, 1992. bibtex 74. M. D'Amico and G. Di Fabbrizio, A relational database for quantitative biomechanical data analysis, ISBS '92, X International Symposium of Biomechanics in Sport, Milan, Italy, June 15-19, 1992. bibtex 75. F. Canavesio, G. Castagneri, G. Di Fabbrizio, and F. Senia, Performance assessment of a commercial speech recognition system in telephone environment, CITT (Comité Consultatif International Téléphonique et Télégraphique) Contribution, COM XII - E, , August, 1991. bibtex Patents
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