2021

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MMPT@ICMR2021: Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding, Taipei, Taiwan, August 21, 2021

MMPT@ICMR2021: Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding, Taipei, Taiwan, August 21, 2021

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MMPT'21: International Joint Workshop on Multi-Modal Pre-Training for Multimedia Understanding
Bei Liu | Jianlong Fu | Shizhe Chen | Qin Jin | Alexander G. Hauptmann | Yong Rui
ICMR '21: International Conference on Multimedia Retrieval, Taipei, Taiwan, August 21-24, 2021

2020

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Pair-based Uncertainty and Diversity Promoting Early Active Learning for Person Re-identification
Wenhe Liu | Xiaojun Chang | Ling Chen | Dinh Phung | Xiaoqin Zhang | Yi Yang | Alexander G. Hauptmann
2020 Volume 11 Issue 2

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Forward and Backward Multimodal NMT for Improved Monolingual and Multilingual Cross-Modal Retrieval
Po-Yao Huang | Xiaojun Chang | Alexander G. Hauptmann | Eduard H. Hovy
Proceedings of the 2020 on International Conference on Multimedia Retrieval, ICMR 2020, Dublin, Ireland, June 8-11, 2020

2019

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Multi-shot Person Re-identification through Set Distance with Visual Distributional Representation
Ting-Yao Hu | Alexander G. Hauptmann
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019

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Improving What Cross-Modal Retrieval Models Learn through Object-Oriented Inter- and Intra-Modal Attention Networks
Po-Yao Huang | Vaibhav | Xiaojun Chang | Alexander G. Hauptmann
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019

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Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019

Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019

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CMU-Informedia at TREC 2019 Incident Streams Track
Junpei Zhou | Xinyu Wang | Po-Yao Huang | Alexander G. Hauptmann
Proceedings of the Twenty-Eighth Text REtrieval Conference, TREC 2019, Gaithersburg, Maryland, USA, November 13-15, 2019

2018

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Few-Shot Text and Image Classification via Analogical Transfer Learning
Wenhe Liu | Xiaojun Chang | Yan Yan | Yi Yang | Alexander G. Hauptmann
2018 Volume 9 Issue 6

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News Recommendation and Filter Bubble
Jianan Yao | Alexander G. Hauptmann
Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), Torino, Italy, October 22, 2018

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Multimodal Filtering of Social Media for Temporal Monitoring and Event Analysis
Po-Yao Huang | Junwei Liang | Jean-Baptiste Lamare | Alexander G. Hauptmann
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, ICMR 2018, Yokohama, Japan, June 11-14, 2018

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Class-aware Self-Attention for Audio Event Recognition
Shizhe Chen | Jia Chen | Qin Jin | Alexander G. Hauptmann
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, ICMR 2018, Yokohama, Japan, June 11-14, 2018

2017

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Joint Saliency Estimation and Matching using Image Regions for Geo-Localization of Online Video
Haoyue Shi | Jia Chen | Alexander G. Hauptmann
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, Romania, June 6-9, 2017

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Leveraging Multi-modal Prior Knowledge for Large-scale Concept Learning in Noisy Web Data
Junwei Liang | Lu Jiang | Deyu Meng | Alexander G. Hauptmann
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, Romania, June 6-9, 2017

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Delving Deep into Personal Photo and Video Search
Lu Jiang | Yannis Kalantidis | Liangliang Cao | Sachin Farfade | Jiliang Tang | Alexander G. Hauptmann
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

2016

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Text-to-video: a semantic search engine for internet videos
Lu Jiang | Shoou-I Yu | Deyu Meng | Teruko Mitamura | Alexander G. Hauptmann
2016 Volume 5 Issue 1

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Which Information Sources are More Effective and Reliable in Video Search
Zhiyong Cheng | Xuanchong Li | Jialie Shen | Alexander G. Hauptmann
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

2015

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Incremental Multimodal Query Construction for Video Search
Shicheng Xu | Huan Li | Xiaojun Chang | Shoou-I Yu | Xingzhong Du | Xuanchong Li | Lu Jiang | Zexi Mao | Zhen-Zhong Lan | Susanne Burger | Alexander G. Hauptmann
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015

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Content-Based Video Search over 1 Million Videos with 1 Core in 1 Second
Shoou-I Yu | Lu Jiang | Zhongwen Xu | Yi Yang | Alexander G. Hauptmann
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015

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Bridging the Ultimate Semantic Gap: A Semantic Search Engine for Internet Videos
Lu Jiang | Shoou-I Yu | Deyu Meng | Teruko Mitamura | Alexander G. Hauptmann
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015

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Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015

2014

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The Mystery of Faces: Investigating Face Contribution for Multimedia Event Detection
Gaowen Liu | Yan Yan | Chenqiang Gao | Wei Tong | Alexander G. Hauptmann | Nicu Sebe
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014

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Interactive Surveillance Event Detection through Mid-level Discriminative Representation
Chenqiang Gao | Deyu Meng | Wei Tong | Yi Yang | Yang Cai | Haoquan Shen | Gaowen Liu | Shicheng Xu | Alexander G. Hauptmann
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014

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Zero-Example Event Search using MultiModal Pseudo Relevance Feedback
Lu Jiang | Teruko Mitamura | Shoou-I Yu | Alexander G. Hauptmann
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014

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Viral Video Style: A Closer Look at Viral Videos on YouTube
Lu Jiang | Yajie Miao | Yi Yang | Zhen-Zhong Lan | Alexander G. Hauptmann
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014

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Towards Efficient Learning of Optimal Spatial Bag-of-Words Representations
Lu Jiang | Wei Tong | Deyu Meng | Alexander G. Hauptmann
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014

2013

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Beyond audio and video retrieval: topic-oriented multimedia summarization
Florian Metze | Duo Ding | Ehsan Younessian | Alexander G. Hauptmann
2013 Volume 2 Issue 2

2012

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Multimodal knowledge-based analysis in multimedia event detection
Ehsan Younessian | Teruko Mitamura | Alexander G. Hauptmann
International Conference on Multimedia Retrieval, ICMR '12, Hong Kong, China, June 5-8, 2012

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Classifier-specific intermediate representation for multimedia tasks
Zhigang Ma | Alexander G. Hauptmann | Yi Yang | Nicu Sebe
International Conference on Multimedia Retrieval, ICMR '12, Hong Kong, China, June 5-8, 2012

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Constrained keypoint quantization: towards better bag-of-words model for large-scale multimedia retrieval
Yang Cai | Wei Tong | Linjun Yang | Alexander G. Hauptmann
International Conference on Multimedia Retrieval, ICMR '12, Hong Kong, China, June 5-8, 2012

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Beyond audio and video retrieval: towards multimedia summarization
Duo Ding | Florian Metze | Shourabh Rawat | Peter Franz Schulam | Susanne Burger | Ehsan Younessian | Lei Bao | Michael G. Christel | Alexander G. Hauptmann
International Conference on Multimedia Retrieval, ICMR '12, Hong Kong, China, June 5-8, 2012

2010

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Controlling your TV with gestures
Ming-yu Chen | Lily B. Mummert | Padmanabhan Pillai | Alexander G. Hauptmann | Rahul Sukthankar
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2010, Philadelphia, Pennsylvania, USA, March 29-31, 2010

2008

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A framework for classifier adaptation and its applications in concept detection
Jun Yang | Alexander G. Hauptmann
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2008, Vancouver, British Columbia, Canada, October 30-31, 2008

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Efficient search: the informedia video retrieval system
Alexander G. Hauptmann | Jonathan J. Wang | Wei-Hao Lin | Jun Yang | Michael G. Christel
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, CIVR 2008, Niagara Falls, Canada, July 7-9, 2008

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(Un)Reliability of video concept detection
Jun Yang | Alexander G. Hauptmann
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, CIVR 2008, Niagara Falls, Canada, July 7-9, 2008

2007

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A review of text and image retrieval approaches for broadcast news video
Rong Yan | Alexander G. Hauptmann
2007 Volume 10 Issue 4-5

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Evaluating bag-of-visual-words representations in scene classification
Jun Yang | Yu-Gang Jiang | Alexander G. Hauptmann | Chong-Wah Ngo
Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2007, Augsburg, Bavaria, Germany, September 24-29, 2007

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How many high-level concepts will fill the semantic gap in news video retrieval?
Alexander G. Hauptmann | Rong Yan | Wei-Hao Lin
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR 2007, Amsterdam, The Netherlands, July 9-11, 2007

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Discriminative Fields for Modeling Semantic Concepts in Video
Ming-yu Chen | Alexander G. Hauptmann
Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 2007, 8th International Conference, Carnegie Mellon University, Pittsburgh, PA, USA, May 30 - June 1, 2007. Proceedings, CD-ROM

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Query expansion using probabilistic local feedback with application to multimedia retrieval
Rong Yan | Alexander G. Hauptmann
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 6-10, 2007

2006

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Exploring temporal consistency for video analysis and retrieval
Jun Yang | Alexander G. Hauptmann
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2006, October 26-27, 2006, Santa Barbara, California, USA

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Diversity in multimedia information retrieval research
James Ze Wang | Nozha Boujemaa | Alberto Del Bimbo | Donald Geman | Alexander G. Hauptmann | Jelena Tesic
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2006, October 26-27, 2006, Santa Barbara, California, USA

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Exploring the Synergy of Humans and Machines in Extreme Video Retrieval
Alexander G. Hauptmann | Wei-Hao Lin | Rong Yan | Jun Yang | Robert V. Baron | Ming-Yu Chen | Sean Gilroy | Michael D. Gordon
Image and Video Retrieval, 5th International Conference, CIVR 2006, Tempe, AZ, USA, July 13-15, 2006, Proceedings

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Annotating News Video with Locations
Jun Yang | Alexander G. Hauptmann
Image and Video Retrieval, 5th International Conference, CIVR 2006, Tempe, AZ, USA, July 13-15, 2006, Proceedings

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Efficient Margin-Based Rank Learning Algorithms for Information Retrieval
Rong Yan | Alexander G. Hauptmann
Image and Video Retrieval, 5th International Conference, CIVR 2006, Tempe, AZ, USA, July 13-15, 2006, Proceedings

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Probabilistic latent query analysis for combining multiple retrieval sources
Rong Yan | Alexander G. Hauptmann
SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seattle, Washington, USA, August 6-11, 2006

2005

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Multimedia information retrieval: workshop report
Raghavan Manmatha | Stefan M. Rüger | Alexander G. Hauptmann
2005 Volume 39 Issue 2

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Assessing Effectiveness in Video Retrieval
Alexander G. Hauptmann | Wei-Hao Lin
Image and Video Retrieval, 4th International Conference, CIVR 2005, Singapore, July 20-22, 2005, Proceedings

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The Use and Utility of High-Level Semantic Features in Video Retrieval
Michael G. Christel | Alexander G. Hauptmann
Image and Video Retrieval, 4th International Conference, CIVR 2005, Singapore, July 20-22, 2005, Proceedings

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Lessons for the Future from a Decade of Informedia Video Analysis Research
Alexander G. Hauptmann
Image and Video Retrieval, 4th International Conference, CIVR 2005, Singapore, July 20-22, 2005, Proceedings

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Revisiting the effect of topic set size on retrieval error
Wei-Hao Lin | Alexander G. Hauptmann
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

2004

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Towards a Large Scale Concept Ontology for Broadcast Video
Alexander G. Hauptmann
Image and Video Retrieval: Third International Conference, CIVR 2004, Dublin, Ireland, July 21-23, 2004. Proceedings

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Finding Person X: Correlating Names with Visual Appearances
Jun Yang | Ming-yu Chen | Alexander G. Hauptmann
Image and Video Retrieval: Third International Conference, CIVR 2004, Dublin, Ireland, July 21-23, 2004. Proceedings

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What's News, What's Not? Associating News Videos with Words
Pinar Duygulu | Alexander G. Hauptmann
Image and Video Retrieval: Third International Conference, CIVR 2004, Dublin, Ireland, July 21-23, 2004. Proceedings

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Co-retrieval: A Boosted Reranking Approach for Video Retrieval
Rong Yan | Alexander G. Hauptmann
Image and Video Retrieval: Third International Conference, CIVR 2004, Dublin, Ireland, July 21-23, 2004. Proceedings

2003

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Multimedia Search with Pseudo-relevance Feedback
Rong Yan | Alexander G. Hauptmann | Rong Jin
Image and Video Retrieval, Second International Conference, CIVR 2003, Urbana-Champaign, IL, USA, July 24-25, 2003, Proceedings

2002

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Video Classification and Retrieval with the Informedia Digital Video Library System
Alexander G. Hauptmann | Rong Yan | Yanjun Qi | Rong Jin | Michael G. Christel | Mark Derthick | Ming-Yu Chen | Robert V. Baron | Wei-Hao Lin | Tobun D. Ng
Proceedings of The Eleventh Text REtrieval Conference, TREC 2002, Gaithersburg, Maryland, USA, November 19-22, 2002

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Language model for IR using collection information
Rong Jin | Luo Si | Alexander G. Hauptmann | James P. Callan
SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, August 11-15, 2002, Tampere, Finland

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Title language model for information retrieval
Rong Jin | Alexander G. Hauptmann | ChengXiang Zhai
SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, August 11-15, 2002, Tampere, Finland

2001

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Video Retrieval with the Informedia Digital Video Library System
Alexander G. Hauptmann | Rong Jin | Norman Papernick | Tobun Dorbin Ng | Yanjun Qi | Ricky Houghton | Sue Thornton
Proceedings of The Tenth Text REtrieval Conference, TREC 2001, Gaithersburg, Maryland, USA, November 13-16, 2001

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Meta-scoring: Automatically Evaluating Term Weighting Schemes in IR without Precision-Recall
Rong Jin | Christos Falusos | Alexander G. Hauptmann
SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, September 9-13, 2001, New Orleans, Louisiana, USA

1999

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CMU Spoken Document Retrieval in Trec-8: Analysis of the role of Term Frequency TF
Matthew Siegler | Rong Jin | Alexander G. Hauptmann
Proceedings of The Eighth Text REtrieval Conference, TREC 1999, Gaithersburg, Maryland, USA, November 17-19, 1999

1998

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Speech Recognition for a Digital Video Library
Michael J. Witbrock | Alexander G. Hauptmann
1998 Volume 49 Issue 7

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Experiments in Spoken Document Retrieval at CMU
Matthew Siegler | Adam L. Berger | Michael J. Witbrock | Alexander G. Hauptmann
Proceedings of The Seventh Text REtrieval Conference, TREC 1998, Gaithersburg, Maryland, USA, November 9-11, 1998

1997

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Experiments in Spoken Document Retrieval at CMU
Matthew Siegler | Michael J. Witbrock | Seán Slattery | Kristie Seymore | R. E. Jones | Alexander G. Hauptmann
Proceedings of The Sixth Text REtrieval Conference, TREC 1997, Gaithersburg, Maryland, USA, November 19-21, 1997