acl acl2011 acl2011-26 acl2011-26-reference knowledge-graph by maker-knowledge-mining

26 acl-2011-A Speech-based Just-in-Time Retrieval System using Semantic Search


Source: pdf

Author: Andrei Popescu-Belis ; Majid Yazdani ; Alexandre Nanchen ; Philip N. Garner

Abstract: The Automatic Content Linking Device is a just-in-time document retrieval system which monitors an ongoing conversation or a monologue and enriches it with potentially related documents, including multimedia ones, from local repositories or from the Internet. The documents are found using keyword-based search or using a semantic similarity measure between documents and the words obtained from automatic speech recognition. Results are displayed in real time to meeting participants, or to users watching a recorded lecture or conversation.


reference text

John Brooke. 1996. SUS: A ‘quick and dirty’ usability scale. In Patrick W. Jordan, Bruce Thomas, Bernard A. Weerdmeester, and Ian L. McClelland, editors, Usability evaluation in industry, pages 189–194. Taylor and Francis, London, UK. Jay Budzik and Kristian J. Hammond. 2000. User interactions with everyday applications as context for justin-time information access. In IUI 2000 (5th International Conference on Intelligent User Interfaces), New Orleans, LA. Susan Dumais, Edward Cutrell, Raman Sarin, and Eric Horvitz. 2004. Implicit Queries (IQ) for contextualized search. In SIGIR 2004 (27th ACM SIGIR Conference) Demonstrations, page 534, Sheffield, UK. Evgeniy Gabrilovich and Shaul Markovitch. 2007. Computing semantic relatedness using Wikipedia-based explicit semantic analysis. In IJCAI 2007 (20th International Joint Conference on Artificial Intelligence), pages 6–12, Hyderabad, India. Philip N. Garner, John Dines, Thomas Hain, Asmaa El Hannani, Martin Karafiat, Danil Korchagin, Mike Lincoln, Vincent Wan, and Le Zhang. 2009. Realtime ASR from meetings. In Interspeech 2009 (10th Annual Conference of the Intl. Speech Communication Association), pages 2119–2122, Brighton, UK. Masataka Goto, Koji Kitayama, Katsunobu Itou, and Tetsunori Kobayashi. 2004. Speech Spotter: On-demand speech recognition in human-human conversation on the telephone or in face-to-face situations. In ICSLP 2004 (8th International Conference on Spoken Language Processing), pages 1533–1536, Jeju Island. Peter E. Hart and Jamey Graham. 1997. Query-free information retrieval. IEEE Expert: Intelligent Systems and Their Applications, 12(5):32–37. Monika Henziker, Bay-Wei Chang, Brian Milch, and Sergey Brin. 2005. Query-free news search. World Wide Web: Internet and Web Information Systems, 8: 101–126. 85 Kent Lyons, Christopher Skeels, Thad Starner, Cornelis M. Snoeck, Benjamin A. Wong, and Daniel Ashbrook. 2004. Augmenting conversations using dualpurpose speech. In UIST 2004 (17th Annual ACM Symposium on User Interface Software and Technology), pages 237–246, Santa Fe, NM. Metaweb Technologies. 2010. Freebase Wikipedia Ex- traction (WEX). http://download.freebase.com/wex/. Florian Metze and al. 2006. The ‘Fame’ interactive space. In Machine Learning for Multimodal Interaction II, LNCS 3869, pages 126–137. Springer, Berlin. Maria Carmen Puerta Melguizo, Olga Monoz Ramos, Lou Boves, Toine Bogers, and Antal van den Bosch. 2008. A personalized recommender system for writing in the Internet age. In LREC 2008 Workshop on NLP Resources, Algorithms, and Tools for Authoring Aids, pages 21–26, Marrakech, Morocco. Bradley J. Rhodes and Pattie Maes. 2000. Just-in-time information retrieval agents. IBM Systems Journal, 39(3-4):685–704. Bradley J. Rhodes. 1997. The Wearable Remembrance Agent: A system for augmented memory. Personal Technologies: Special Issue on Wearable Computing, 1:218–224. Michael Strube and Simone Paolo Ponzetto. 2006. Wikirelate! Computing semantic relatedness using Wikipedia. In AAAI 2006 (21st National Conference on Artificial Intelligence), pages 1419–1424, Boston, MA. Majid Yazdani and Andrei Popescu-Belis. 2010. A random walk framework to compute textual semantic similarity: A unified model for three benchmark tasks. In ICSC 2010 (4th IEEE International Conference on Semantic Computing), pages 424–429, Pittsburgh, PA. Eric Yeh, Daniel Ramage, Christopher D. Manning, Eneko Agirre, and Aitor Soroa. 2009. WikiWalk: random walks on Wikipedia for semantic relatedness. In TextGraphs-4 (4th Workshop on Graph-basedMethods for NLP), pages 41–49, Singapore.