Alex Hauptmann

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
ACM Transactions on Intelligent Systems and Technology (TIST) 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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Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019.
International Conference on Multimedia Retrieval (ICMR) 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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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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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
ACM Transactions on Intelligent Systems and Technology (TIST) 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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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
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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

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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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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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
International Journal of Multimedia Information Retrieval (IJMIR) 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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Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015
International Conference on Multimedia Retrieval (ICMR) 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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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

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
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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

2013

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Beyond audio and video retrieval: topic-oriented multimedia summarization.
Florian Metze|Duo Ding|Ehsan Younessian|Alexander G. Hauptmann
International Journal of Multimedia Information Retrieval (IJMIR) 2013 Volume 2 Issue 2

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
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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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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

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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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
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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

2007

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

2006

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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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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 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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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
SIGIR Forum 2005 Volume 39 Issue 2
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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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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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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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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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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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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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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
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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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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

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
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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

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
Journal of the Association for Information Science and Technology (JASIST) 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