The University of Amsterdam (ILPS) at TREC 2015 Total Recall Track

David van Dijk; Zhaochun Ren; Evangelos Kanoulas; Maarten de Rijke

The University of Amsterdam (ILPS) at TREC 2015 Total Recall Track

David van Dijk, Zhaochun Ren, Evangelos Kanoulas, Maarten de Rijke

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Abstract

We describe the participation of the University of Amsterdams ILPS group in the Total Recall track at TREC 2015. Based on the provided Baseline Model Implemention (”BMI”) we set out to provide two more baselines we can compare to in future work. The two methods are bootstrapped by a synthetic document based on the query, use TF/IDF features, and sample with dynamic batch sizes which depend on the percentage of predicted relevant documents. We sample at least 1 percent of the corpus and stop sampling if a batch contains no relevant documents. The methods differ in the classifier used, i.e. Logistic Regression and Random Forest.

Original language	English
Title of host publication	The Twenty-Fourth Text REtrieval Conference (TREC 2015) Proceedings
Editors	Ellen M. Voorhees, Angela Ellis
Place of Publication	Gaithersburg, Maryland
Publisher	National Institute of Standards and Technology
Number of pages	6
Publication status	Published - 2016
Event	24th Text REtrieval Conference - Gaithersburg, United States Duration: 17 Nov 2015 → 20 Nov 2015

Publication series

Name	NIST Special Publication
Number	SP 500-319

Conference

Conference	24th Text REtrieval Conference
Abbreviated title	TREC 2015
Country/Territory	United States
City	Gaithersburg
Period	17/11/15 → 20/11/15

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https://trec.nist.gov/pubs/trec24/papers/UvA.ILPS-TR.pdf

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van Dijk, D., Ren, Z., Kanoulas, E., & de Rijke, M. (2016). The University of Amsterdam (ILPS) at TREC 2015 Total Recall Track. In E. M. Voorhees, & A. Ellis (Eds.), The Twenty-Fourth Text REtrieval Conference (TREC 2015) Proceedings (NIST Special Publication; No. SP 500-319). National Institute of Standards and Technology. https://trec.nist.gov/pubs/trec24/papers/UvA.ILPS-TR.pdf

@inproceedings{da06287f718d4c8bb5358657d89272a6,

title = "The University of Amsterdam (ILPS) at TREC 2015 Total Recall Track",

abstract = "We describe the participation of the University of Amsterdams ILPS group in the Total Recall track at TREC 2015. Based on the provided Baseline Model Implemention (”BMI”) we set out to provide two more baselines we can compare to in future work. The two methods are bootstrapped by a synthetic document based on the query, use TF/IDF features, and sample with dynamic batch sizes which depend on the percentage of predicted relevant documents. We sample at least 1 percent of the corpus and stop sampling if a batch contains no relevant documents. The methods differ in the classifier used, i.e. Logistic Regression and Random Forest.",

author = "{van Dijk}, David and Zhaochun Ren and Evangelos Kanoulas and {de Rijke}, Maarten",

year = "2016",

language = "English",

series = "NIST Special Publication",

publisher = "National Institute of Standards and Technology",

number = "SP 500-319",

editor = "Voorhees, {Ellen M. } and Angela Ellis",

booktitle = "The Twenty-Fourth Text REtrieval Conference (TREC 2015) Proceedings",

note = "24th Text REtrieval Conference , TREC 2015 ; Conference date: 17-11-2015 Through 20-11-2015",

}

van Dijk, D, Ren, Z, Kanoulas, E & de Rijke, M 2016, The University of Amsterdam (ILPS) at TREC 2015 Total Recall Track. in EM Voorhees & A Ellis (eds), The Twenty-Fourth Text REtrieval Conference (TREC 2015) Proceedings. NIST Special Publication, no. SP 500-319, National Institute of Standards and Technology, Gaithersburg, Maryland, 24th Text REtrieval Conference , Gaithersburg, Maryland, United States, 17/11/15. <https://trec.nist.gov/pubs/trec24/papers/UvA.ILPS-TR.pdf>

The University of Amsterdam (ILPS) at TREC 2015 Total Recall Track. / van Dijk, David; Ren, Zhaochun; Kanoulas, Evangelos et al.
The Twenty-Fourth Text REtrieval Conference (TREC 2015) Proceedings. ed. / Ellen M. Voorhees; Angela Ellis. Gaithersburg, Maryland: National Institute of Standards and Technology, 2016. (NIST Special Publication; No. SP 500-319).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - The University of Amsterdam (ILPS) at TREC 2015 Total Recall Track

AU - van Dijk, David

AU - Ren, Zhaochun

AU - Kanoulas, Evangelos

AU - de Rijke, Maarten

PY - 2016

Y1 - 2016

N2 - We describe the participation of the University of Amsterdams ILPS group in the Total Recall track at TREC 2015. Based on the provided Baseline Model Implemention (”BMI”) we set out to provide two more baselines we can compare to in future work. The two methods are bootstrapped by a synthetic document based on the query, use TF/IDF features, and sample with dynamic batch sizes which depend on the percentage of predicted relevant documents. We sample at least 1 percent of the corpus and stop sampling if a batch contains no relevant documents. The methods differ in the classifier used, i.e. Logistic Regression and Random Forest.

AB - We describe the participation of the University of Amsterdams ILPS group in the Total Recall track at TREC 2015. Based on the provided Baseline Model Implemention (”BMI”) we set out to provide two more baselines we can compare to in future work. The two methods are bootstrapped by a synthetic document based on the query, use TF/IDF features, and sample with dynamic batch sizes which depend on the percentage of predicted relevant documents. We sample at least 1 percent of the corpus and stop sampling if a batch contains no relevant documents. The methods differ in the classifier used, i.e. Logistic Regression and Random Forest.

M3 - Conference contribution

T3 - NIST Special Publication

BT - The Twenty-Fourth Text REtrieval Conference (TREC 2015) Proceedings

A2 - Voorhees, Ellen M.

A2 - Ellis, Angela

PB - National Institute of Standards and Technology

CY - Gaithersburg, Maryland

T2 - 24th Text REtrieval Conference

Y2 - 17 November 2015 through 20 November 2015

ER -

The University of Amsterdam (ILPS) at TREC 2015 Total Recall Track

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