Relevance feedback and other query modification techniques
Information retrieval
Probabilistic retrieval based on staged logistic regression
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
A logistic regression approach to distributed IR
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Multilingual Information Retrieval Using English and Chinese Queries
CLEF '01 Revised Papers from the Second Workshop of the Cross-Language Evaluation Forum on Evaluation of Cross-Language Information Retrieval Systems
A Fusion Approach to XML Structured Document Retrieval
Information Retrieval
Ranking and fusion approaches for XML book retrieval
INEX'09 Proceedings of the Focused retrieval and evaluation, and 8th international conference on Initiative for the evaluation of XML retrieval
Probabilistic retrieval, component fusion and blind feedback for XML retrieval
INEX'05 Proceedings of the 4th international conference on Initiative for the Evaluation of XML Retrieval
Overview of the INEX 2010 book track: scaling up the evaluation using crowdsourcing
INEX'10 Proceedings of the 9th international conference on Initiative for the evaluation of XML retrieval: comparative evaluation of focused retrieval
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In the 2010 INEX Evaluation UC Berkeley participated only in the Book track, and specifically the "Best Books to Reference" task that seeks to produce a list of the "best books" for a topic. This year we wanted to compare our best performing method from last year with approaches that combine the scores obtained by ranking at the page level to arrive at the ranking for a book. We tested a number of combinations for this approach, and were able to obtain the top score for the "Best Books" task.