Publications

2019

Liang, S; Yilmaz, E; Kanoulas, E

Collaboratively Tracking Interests for User Clustering in Streams of Short Texts Journal Article

IEEE Transactions on Knowledge and Data Engineering, 31 (2), pp. 257-272, 2019, ISSN: 1041-4347.

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Zhang, Qiang; Liang, Shangsong; Lipani, Aldo; Ren, Zhaochun; Yilmaz, Emine

From Stances’ Imbalance to Their Hierarchical Representation and Detection Inproceedings

Proc. of WWW, 2019.

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Zhang, Qiang; Lipani, Aldo; Liang, Shangsong; Yilmaz, Emine

Reply-aided Detection of Misinformation via Bayesian Deep Learning Inproceedings

Proc. of WWW, 2019.

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2018

Zhang, Qiang; Yilmaz, Emine; Liang, Shangsong

Ranking-based Method for News Stance Detection Inproceedings

Companion Proceedings of the The Web Conference 2018, pp. 41–42, International World Wide Web Conferences Steering Committee, Lyon, France, 2018, ISBN: 978-1-4503-5640-4.

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Mehrotra, Rishabh; Awadallah, Ahmed Hassan; Yilmaz, Emine

LearnIR: WSDM 2018 Workshop on Learning from User Interactions Inproceedings

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, pp. 797–798, ACM, Marina Del Rey, CA, USA, 2018, ISBN: 978-1-4503-5581-0.

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Verma, Manisha; Yilmaz, Emine; Craswell, Nick

Study of Relevance and Effort Across Devices Inproceedings

Proceedings of the 2018 Conference on Human Information Interaction & Retrieval, pp. 309–312, ACM, New Brunswick, NJ, USA, 2018, ISBN: 978-1-4503-4925-3.

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Fang, Hui; Kamps, Jaap; Kanoulas, Evangelos; de Rijke, Maarten; Yilmaz, Emine

Report on the 2017 ACM SIGIR International Conference Theory of Information Retrieval (ICTIR?17) Journal Article

SIGIR Forum, 51 (3), pp. 78–87, 2018, ISSN: 0163-5840.

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2017

Liang, Shangsong; Ren, Zhaochun; Zhao, Yukun; Ma, Jun; Yilmaz, Emine; Rijke, Maarten De

Inferring Dynamic User Interests in Streams of Short Texts for User Clustering Journal Article

ACM Trans. Inf. Syst., 36 (1), pp. 10:1–10:37, 2017, ISSN: 1046-8188.

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Clarke, Charles L A; Yilmaz, Emine

EVIA 2016: The Seventh International Workshop on Evaluating Information Access Journal Article

SIGIR Forum, 50 (2), pp. 44–46, 2017, ISSN: 0163-5840.

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He, Jiyin; Yilmaz, Emine

User Behaviour and Task Characteristics: A Field Study of Daily Information Behaviour Inproceedings Best Paper

Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, pp. 67–76, ACM, Oslo, Norway, 2017, ISBN: 978-1-4503-4677-1.

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Mehrotra, Rishabh; Yilmaz, Emine

Task Embeddings: Learning Query Embeddings Using Task Context Inproceedings

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, pp. 2199–2202, ACM, Singapore, Singapore, 2017, ISBN: 978-1-4503-4918-5.

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Mehrotra, Rishabh; Awadallah, Ahmed Hassan; Shokouhi, Milad; Yilmaz, Emine; Zitouni, Imed; Kholy, Ahmed El; Khabsa, Madian

Deep Sequential Models for Task Satisfaction Prediction Inproceedings

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, pp. 737–746, ACM, Singapore, Singapore, 2017, ISBN: 978-1-4503-4918-5.

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Mehrotra, Rishabh; Yilmaz, Emine

Extracting Hierarchies of Search Tasks & Subtasks via a Bayesian Nonparametric Approach Inproceedings

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 285–294, ACM, Shinjuku, Tokyo, Japan, 2017, ISBN: 978-1-4503-5022-8.

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Verma, Manisha; Yilmaz, Emine

Search Costs vs. User Satisfaction on Mobile Inproceedings

Jose, Joemon M; Hauff, Claudia; i, Ismail Sengor Alt; Song, Dawei; Albakour, Dyaa; Watt, Stuart; Tait, John (Ed.): pp. 698–704, Springer International Publishing, Cham, 2017, ISBN: 978-3-319-56608-5.

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Mehrotra, Rishabh; Anderson, Ashton; Diaz, Fernando; Sharma, Amit; Wallach, Hanna; Yilmaz, Emine

Auditing Search Engines for Differential Satisfaction Across Demographics Inproceedings

Proceedings of the 26th International Conference on World Wide Web Companion, pp. 626–633, International World Wide Web Conferences Steering Committee, Perth, Australia, 2017, ISBN: 978-1-4503-4914-7.

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Zou, Bin; Lampos, Vasileios; Liang, Shangsong; Ren, Zhaochun; Yilmaz, Emine; Cox, Ingemar

A Concept Language Model for Ad-hoc Retrieval Inproceedings

Proceedings of the 26th International Conference on World Wide Web Companion, pp. 885–886, International World Wide Web Conferences Steering Committee, Perth, Australia, 2017, ISBN: 978-1-4503-4914-7.

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Liang, Shangsong; Ren, Zhaochun; Yilmaz, Emine; Kanoulas, Evangelos

Collaborative User Clustering for Short Text Streams Inproceedings

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA., pp. 3504–3510, 2017.

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Liang, Shangsong; Yilmaz, Emine; Shen, Hong; Rijke, Maarten De; Croft, Bruce W

Search Result Diversification in Short Text Streams Journal Article

ACM Trans. Inf. Syst., 36 (1), pp. 8:1–8:35, 2017, ISSN: 1046-8188.

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Koolen, Marijn; Kamps, Jaap; Bogers, Toine; Belkin, Nicholas; Kelly, Diane; Yilmaz, Emine

Report on the Second Workshop on Supporting Complex Search Tasks Journal Article

SIGIR Forum, 51 (1), pp. 58–66, 2017, ISSN: 0163-5840.

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2016

Mehrotra, Rishabh; Bhattacharya, Prasanta; Yilmaz, Emine

Deconstructing Complex Search Tasks: a Bayesian Nonparametric Approach for Extracting Sub-tasks Inproceedings

Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pp. 599–605, Association for Computational Linguistics, San Diego, California, 2016.

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Liang, Shangsong; Yilmaz, Emine; Kanoulas, Evangelos

Dynamic Clustering of Streaming Short Documents Inproceedings

Proceedings of the 22Nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 995–1004, ACM, San Francisco, California, USA, 2016, ISBN: 978-1-4503-4232-2.

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Zhao, Yukun; Liang, Shangsong; Ren, Zhaochun; Ma, Jun; Yilmaz, Emine; de Rijke, Maarten

Explainable User Clustering in Short Text Streams Inproceedings

Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 155–164, ACM, Pisa, Italy, 2016, ISBN: 978-1-4503-4069-4.

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Mehrotra, Rishabh; Bhattacharya, Prasanta; Yilmaz, Emine

Uncovering Task Based Behavioral Heterogeneities in Online Search Behavior Inproceedings

Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1049–1052, ACM, Pisa, Italy, 2016, ISBN: 978-1-4503-4069-4.

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Zhang, Dell; Wang, Jun; Yilmaz, Emine; Wang, Xiaoling; Zhou, Yuxin

Bayesian Performance Comparison of Text Classifiers Inproceedings

Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 15–24, ACM, Pisa, Italy, 2016, ISBN: 978-1-4503-4069-4.

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Verma, Manisha; Yilmaz, Emine

Characterizing Relevance on Mobile and Desktop Inproceedings

Ferro, Nicola; Crestani, Fabio; Moens, Marie-Francine; Mothe, Josiane; Silvestri, Fabrizio; Nunzio, Giorgio Maria Di; Hauff, Claudia; Silvello, Gianmaria (Ed.): pp. 212–223, Springer International Publishing, Cham, 2016, ISBN: 978-3-319-30671-1.

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Mehrotra, Rishabh; Bhattacharya, Prasanta; Yilmaz, Emine

Characterizing Users' Multi-Tasking Behavior in Web Search Inproceedings

Proceedings of the 2016 ACM on Conference on Human Information Interaction and Retrieval, pp. 297–300, ACM, Carrboro, North Carolina, USA, 2016, ISBN: 978-1-4503-3751-9.

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Verma, Manisha; Yilmaz, Emine

Category Oriented Task Extraction Inproceedings

Proceedings of the 2016 ACM on Conference on Human Information Interaction and Retrieval, pp. 333–336, ACM, Carrboro, North Carolina, USA, 2016, ISBN: 978-1-4503-3751-9.

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Verma, Manisha; Yilmaz, Emine; Craswell, Nick

On Obtaining Effort Based Judgements for Information Retrieval Inproceedings

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, pp. 277–286, ACM, San Francisco, California, USA, 2016, ISBN: 978-1-4503-3716-8.

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2015

Yilmaz, Emine; Verma, Manisha; Mehrotra, Rishabh; Kanoulas, Evangelos; Carterette, Ben; Craswell, Nick

Overview of the TREC 2015 Tasks Track. Inproceedings

TREC, 2015.

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Mehrotra, Rishabh; Yilmaz, Emine

Terms, Topics & Tasks: Enhanced User Modelling for Better Personalization Inproceedings

Proceedings of the 2015 International Conference on The Theory of Information Retrieval, pp. 131–140, ACM, Northampton, Massachusetts, USA, 2015, ISBN: 978-1-4503-3833-2.

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Mehrotra, Rishabh; Yilmaz, Emine

Representative & Informative Query Selection for Learning to Rank Using Submodular Functions Inproceedings

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 545–554, ACM, Santiago, Chile, 2015, ISBN: 978-1-4503-3621-5.

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Shokouhi, Milad; White, Ryen; Yilmaz, Emine

Anchoring and Adjustment in Relevance Estimation Inproceedings

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 963–966, ACM, Santiago, Chile, 2015, ISBN: 978-1-4503-3621-5.

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Mehrotra, Rishabh; Yilmaz, Emine

Towards Hierarchies of Search Tasks & Subtasks Inproceedings

Proceedings of the 24th International Conference on World Wide Web, pp. 73–74, ACM, Florence, Italy, 2015, ISBN: 978-1-4503-3473-0.

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2014

Yilmaz, Emine; Kanoulas, Evangelos; Craswell, Nick

Effect of Intent Descriptions on Retrieval Evaluation Inproceedings

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, pp. 599–608, ACM, Shanghai, China, 2014, ISBN: 978-1-4503-2598-1.

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Yilmaz, Emine; Verma, Manisha; Craswell, Nick; Radlinski, Filip; Bailey, Peter

Relevance and Effort: An Analysis of Document Utility Inproceedings

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, pp. 91–100, ACM, Shanghai, China, 2014, ISBN: 978-1-4503-2598-1.

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Verma, Manisha; Yilmaz, Emine

Entity Oriented Task Extraction from Query Logs Inproceedings

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, pp. 1975–1978, ACM, Shanghai, China, 2014, ISBN: 978-1-4503-2598-1.

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Mehrotra, Rishabh; Yilmaz, Emine; Verma, Manisha

Task-Based User Modelling for Personalization via Probabilistic Matrix Factorization. Inproceedings

RecSys Posters, 2014.

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2013

Kazai, Gabriella; Yilmaz, Emine; Craswell, Nick; Tahaghoghi, S M M

User Intent and Assessor Disagreement in Web Search Evaluation Inproceedings

Proceedings of the 22Nd ACM International Conference on Information & Knowledge Management, pp. 699–708, ACM, San Francisco, California, USA, 2013, ISBN: 978-1-4503-2263-8.

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Robertson, Stephen; Kanoulas, Evangelos; Yilmaz, Emine

Modelling Score Distributions Without Actual Scores Inproceedings

Proceedings of the 2013 Conference on the Theory of Information Retrieval, pp. 20:85–20:92, ACM, Copenhagen, Denmark, 2013, ISBN: 978-1-4503-2107-5.

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Lease, Matthew; Yilmaz, Emine

Crowdsourcing for information retrieval: introduction to the special issue Journal Article

Information Retrieval, 16 (2), pp. 91–100, 2013, ISSN: 1573-7659.

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Clarke, Charles L A; Freund, Luanne; Smucker, Mark D; Yilmaz, Emine

Report on the SIGIR 2013 Workshop on Modeling User Behavior for Information Retrieval Evaluation (MUBE 2013) Journal Article

SIGIR Forum, 47 (2), pp. 84–95, 2013, ISSN: 0163-5840.

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Zuccon, Guido; Leelanupab, Teerapong; Whiting, Stewart; Yilmaz, Emine; Jose, Joemon M; Azzopardi, Leif

Crowdsourcing Interactions: Using Crowdsourcing for Evaluating Interactive Information Retrieval Systems Journal Article

Inf. Retr., 16 (2), pp. 267–305, 2013, ISSN: 1386-4564.

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2012

Carterette, Ben; Kanoulas, Evangelos; Yilmaz, Emine

Incorporating Variability in User Behavior into Systems Based Evaluation Inproceedings

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, pp. 135–144, ACM, Maui, Hawaii, USA, 2012, ISBN: 978-1-4503-1156-4.

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Kazai, Gabriella; Craswell, Nick; Yilmaz, Emine; Tahaghoghi, S M M

An Analysis of Systematic Judging Errors in Information Retrieval Inproceedings

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, pp. 105–114, ACM, Maui, Hawaii, USA, 2012, ISBN: 978-1-4503-1156-4.

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Yilmaz, Emine; Kazai, Gabriella; Craswell, Nick; Tahaghoghi, Saied Mehrizi

On Judgments Obtained from a Commercial Search Engine Inproceedings

Proceedings of the 35th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1115–1116, ACM, Portland, Oregon, USA, 2012, ISBN: 978-1-4503-1472-5.

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Hosseini, Mehdi; Cox, Ingemar J; Milic-Frayling, Natasa; Shokouhi, Milad; Yilmaz, Emine

An Uncertainty-aware Query Selection Model for Evaluation of IR Systems Inproceedings

Proceedings of the 35th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 901–910, ACM, Portland, Oregon, USA, 2012, ISBN: 978-1-4503-1472-5.

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Lease, Matthew; Yilmaz, Emine

Crowdsourcing for Information Retrieval Journal Article

SIGIR Forum, 45 (2), pp. 66–75, 2012, ISSN: 0163-5840.

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2011

Szummer, Martin; Yilmaz, Emine

Semi-supervised Learning to Rank with Preference Regularization Inproceedings

Proceedings of the 20th ACM International Conference on Information and Knowledge Management, pp. 269–278, ACM, Glasgow, Scotland, UK, 2011, ISBN: 978-1-4503-0717-8.

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Carterette, Ben; Kanoulas, Evangelos; Yilmaz, Emine

Simulating Simple User Behavior for System Effectiveness Evaluation Inproceedings

Proceedings of the 20th ACM International Conference on Information and Knowledge Management, pp. 611–620, ACM, Glasgow, Scotland, UK, 2011, ISBN: 978-1-4503-0717-8.

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Wang, Chang; Yilmaz, Emine; Szummer, Martin

Relevance Feedback Exploiting Query-specific Document Manifolds Inproceedings

Proceedings of the 20th ACM International Conference on Information and Knowledge Management, pp. 1957–1960, ACM, Glasgow, Scotland, UK, 2011, ISBN: 978-1-4503-0717-8.

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Bennett, Paul N; Radlinski, Filip; White, Ryen W; Yilmaz, Emine

Inferring and Using Location Metadata to Personalize Web Search Inproceedings

Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 135–144, ACM, Beijing, China, 2011, ISBN: 978-1-4503-0757-4.

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Radlinski, Filip; Bennett, Paul N; Yilmaz, Emine

Detecting Duplicate Web Documents Using Clickthrough Data Inproceedings

Proceedings of the Fourth ACM International Conference on Web Search and Data Mining, pp. 147–156, ACM, Hong Kong, China, 2011, ISBN: 978-1-4503-0493-1.

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Lease, Matthew; Carvalho, Vitor R; Yilmaz, Emine

Crowdsourcing for Search and Data Mining Journal Article

SIGIR Forum, 45 (1), pp. 18–24, 2011, ISSN: 0163-5840.

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Carvalho, Vitor R; Lease, Matthew; Yilmaz, Emine

Crowdsourcing for Search Evaluation Journal Article

SIGIR Forum, 44 (2), pp. 17–22, 2011, ISSN: 0163-5840.

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2010

Yilmaz, Emine; Robertson, Stephen

On the choice of effectiveness measures for learning to rank Journal Article

Information Retrieval, 13 (3), pp. 271–290, 2010, ISSN: 1573-7659.

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Yilmaz, Emine; Shokouhi, Milad; Craswell, Nick; Robertson, Stephen

Expected Browsing Utility for Web Search Evaluation Inproceedings

Proceedings of the 19th ACM International Conference on Information and Knowledge Management, pp. 1561–1564, ACM, Toronto, ON, Canada, 2010, ISBN: 978-1-4503-0099-5.

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Carterette, Ben; Kanoulas, Evangelos; Yilmaz, Emine

Low Cost Evaluation in Information Retrieval Inproceedings

Proceedings of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 903–903, ACM, Geneva, Switzerland, 2010, ISBN: 978-1-4503-0153-4.

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Robertson, Stephen E; Kanoulas, Evangelos; Yilmaz, Emine

Extending Average Precision to Graded Relevance Judgments Inproceedings

Proceedings of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 603–610, ACM, Geneva, Switzerland, 2010, ISBN: 978-1-4503-0153-4.

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2009

Craswell, Nick; Fetterly, Dennis; Najork, Marc; Robertson, Stephen; Yilmaz, Emine

Microsoft Research at TREC 2009: Web and relevance feedback tracks Journal Article

2009.

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Yilmaz, Emine; Robertson, Stephen

Deep Versus Shallow Judgments in Learning to Rank Inproceedings

Proceedings of the 32Nd International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 662–663, ACM, Boston, MA, USA, 2009, ISBN: 978-1-60558-483-6.

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Aslam, Javed A; Kanoulas, Evangelos; Pavlu, Virgil; Savev, Stefan; Yilmaz, Emine

Document Selection Methodologies for Efficient and Effective Learning-to-rank Inproceedings

Proceedings of the 32Nd International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 468–475, ACM, Boston, MA, USA, 2009, ISBN: 978-1-60558-483-6.

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2008

Bailey, Peter; Craswell, Nick; Soboroff, Ian; Thomas, Paul; de Vries, Arjen P; Yilmaz, Emine

Relevance Assessment: Are Judges Exchangeable and Does It Matter Inproceedings

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 667–674, ACM, Singapore, Singapore, 2008, ISBN: 978-1-60558-164-4.

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Yilmaz, Emine; Aslam, Javed A; Robertson, Stephen

A New Rank Correlation Coefficient for Information Retrieval Inproceedings

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 587–594, ACM, Singapore, Singapore, 2008, ISBN: 978-1-60558-164-4.

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Yilmaz, Emine; Kanoulas, Evangelos; Aslam, Javed A

A Simple and Efficient Sampling Method for Estimating AP and NDCG Inproceedings

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 603–610, ACM, Singapore, Singapore, 2008, ISBN: 978-1-60558-164-4.

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Yilmaz, Emine; Aslam, Javed A

Estimating average precision when judgments are incomplete Journal Article

Knowledge and Information Systems, 16 (2), pp. 173–211, 2008, ISSN: 0219-3116.

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2007

Aslam, Javed A; Yilmaz, Emine

Inferring Document Relevance from Incomplete Information Inproceedings

Proceedings of the Sixteenth ACM Conference on Conference on Information and Knowledge Management, pp. 633–642, ACM, Lisbon, Portugal, 2007, ISBN: 978-1-59593-803-9.

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2006

Yilmaz, Emine; Aslam, Javed A

Estimating Average Precision with Incomplete and Imperfect Judgments Inproceedings

Proceedings of the 15th ACM International Conference on Information and Knowledge Management, pp. 102–111, ACM, Arlington, Virginia, USA, 2006, ISBN: 1-59593-433-2.

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Aslam, Javed A; Pavlu, Virgil; Yilmaz, Emine

A Statistical Method for System Evaluation Using Incomplete Judgments Inproceedings

Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 541–548, ACM, Seattle, Washington, USA, 2006, ISBN: 1-59593-369-7.

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Aslam, Javed A; Yilmaz, Emine

Inferring Document Relevance via Average Precision Inproceedings

Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 601–602, ACM, Seattle, Washington, USA, 2006, ISBN: 1-59593-369-7.

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2005

Aslam, Javed A; Yilmaz, Emine

A Geometric Interpretation and Analysis of R-precision Inproceedings

Proceedings of the 14th ACM International Conference on Information and Knowledge Management, pp. 664–671, ACM, Bremen, Germany, 2005, ISBN: 1-59593-140-6.

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Aslam, Javed A; Yilmaz, Emine; Pavlu, Virgiliu

The Maximum Entropy Method for Analyzing Retrieval Measures Inproceedings

Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 27–34, ACM, Salvador, Brazil, 2005, ISBN: 1-59593-034-5.

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Aslam, Javed A; Yilmaz, Emine; Pavlu, Virgiliu

A Geometric Interpretation of R-precision and Its Correlation with Average Precision Inproceedings

Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 573–574, ACM, Salvador, Brazil, 2005, ISBN: 1-59593-034-5.

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Aslam, Javed A; Pavlu, Virgiliu; Yilmaz, Emine

Measure-based Metasearch Inproceedings

Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 571–572, ACM, Salvador, Brazil, 2005, ISBN: 1-59593-034-5.

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