| Alternate document: Details Improving Polymorphic Type Error Reporting (00) Jun Yang, Greg Michaelson, Phil Trinder, J.B. Wells |
Yiming Yang, Tom Ault, Thomas Pierce, Charles W. Lattimer  Home/Search
Context Related
Links: ACM DBLP | cmu.edu/~yiming/papers.yy/sigir00.ps cmu.edu/yiming/Publicat...sigir00.ps.gz Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: cmu.edu/~yiming/publications (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: Automated tracking of events from chronologically ordered document streams is a new challenge for statistical text classification. Existing learning techniques must be adapted or improved in order to effectively handle difficult situations where the number of positive training instances per event is extremely small, the majority of training documents are unlabelled, and most of the events have a short duration in time. We adapted several supervised text categorization methods, specifically... (Update)
Cited by: More
Data Association for Topic Intensity Tracking - Krause, Leskovec, Guestrin (2006) (Correct)
Applying CLIR Techniques to Event Tracking - Nianli Ma Yiming (Correct)
Semantic Structure Transition with Elapsed Time - Katsuaki Tanaka Komaba (2005) (Correct)
Similar documents (at the sentence level):
15.1%: Combining Multiple Learning Strategies for Effective Cross.. - Yang, Ault, Pierce (2000) (Correct)
Active bibliography (related documents): More All
0.3: On-Line New Event Detection, Clustering, And Tracking - Papka (1999) (Correct)
0.3: On-line New Event Detection and Tracking in a Multi-Resource.. - Kurt (2001) (Correct)
0.2: User Interfaces for Speech-Based Retrieval of Lecture Recordings - Hürst (2004) (Correct)
Similar documents based on text: More All
0.7: A Re-Examination of Text Categorization Methods - Yang, Liu (1999) (Correct)
0.6: Machine Learning in Automated Text Categorisation: a Bibliography - Sebastiani (1999) (Correct)
0.6: kNN at TREC-9 - Tom Ault And (2000) (Correct)
Related documents from co-citation: More All
10: Topic detection and tracking pilot study: Final report - Allan, Carbonell et al. - 1998
10: line New Event Detection and Tracking - Allan, Papka et al. - 1998
7: MailCat: An Intelligent Assistant for Organizing E-Mail - Segal, Kephart - 1999
BibTeX entry: (Update)
Yang, Y., Ault, T., & Pierce, T. (2000). Improving text categorization methods for event tracking. The 23th Ann Int ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'00) (p. (accepted) ). http://citeseer.ist.psu.edu/yang00improving.html More
@inproceedings{ yang00improving,
author = "Yiming Yang and Thomas Ault and Thomas Pierce and Charles W. Lattimer",
title = "Improving text categorization methods for event tracking",
booktitle = "Proceedings of {SIGIR}-00, 23rd {ACM} International Conference on Research and Development in Information Retrieval",
publisher = "ACM Press, New York, US",
address = "Athens, GR",
editor = "Nicholas J. Belkin and Peter Ingwersen and Mun-Kew Leong",
pages = "65--72",
year = "2000",
url = "citeseer.ist.psu.edu/yang00improving.html" }
Citations (may not include all citations):288 Relevance feedback in information retrieval (context) - Rocchio-Jr - 1971
271 Improving retrieval performance by relevance feedback (context) - Salton, Buckley - 1990 ACM DBLP
166 A re-examination of text categorization methods - Yang, Liu - 1999 ACM DBLP
149 An evaluation of statistical approaches to text categorizati.. - Yang - 1999 ACM DBLP
116 Topic detection and tracking pilot study: Final report - Allan, Carbonell et al. - 1998
110 Contextsensitive learning methods for text categorization - Cohen, Singer - 1996
110 Training algorithms for linear text classifiers - Lewis, Schapire et al. - 1996 ACM DBLP
90 The det curve in assessment of detection task performance - Martin, Doddington et al. - 1997
79 A post-processing system to yield reduced word error rates: .. - Fiscus - 1997
76 Combination of multiple searches - Shaw, Fox - 1994 DBLP
55 Expert network: Effective and efficient learning from human .. (context) - Yang - 1994 DBLP
54 Boosting and rocchio applied to text filtering - Schapire, Singer et al. - 1998 ACM DBLP
43 Combining classifiers in text categorization - Larkey, Croft - 1998 ACM DBLP
38 A study on retrospective and on-line event detection - Yang, Pierce et al. - 1998
37 line new event detection and tracking - Allan, Papka et al. - 1998
36 Combining multiple evidence from different properties of wei.. (context) - Lee - 1995 ACM DBLP
29 Maximizing text-mining performance (context) - Weiss, Apte et al. - 1999 ACM
29 Learning approaches for detecting and tracking news events - Yang, Carbonell et al. - 1999 ACM
28 Using a generalized instance set for automatic text categori.. (context) - Lam, Ho - 1998 ACM DBLP
13 Topic detection in broadcast news - Walls, Jin et al. - 1999
9 A maximum likelihood model for topic classification of broad.. (context) - Schwartz, Imai et al. - 1997
7 Topic detection and tracking using idf-weighted cosine coeff.. - Schultz, Liberman - 1999
5 Cmu report on tdt-2: Segmentation (context) - Carbonell, Yang et al. - 1999
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://www.cs.cmu.edu/~yiming/publications.html): More
Topic Detection and Tracking Pilot Study - Allan, Carbonell, Doddington.. (1998) (Correct)
Report on the CONALD Workshop on Learning from Text.. - Carbonell, Craven.. (1998) (Correct)
Noise Reduction in a Statistical Approach to Text Categorization - Yang (1995) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC