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HiTR: Hierarchical Topic Model Re-estimation for Measuring Topical Diversity of Documents

Oct 12, 2018
Hosein Azarbonyad, Mostafa Dehghani, Tom Kenter, Maarten Marx, Jaap Kamps, Maarten de Rijke

* IEEE Transactions on Knowledge and Data Engineering 

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Learning to Rank from Samples of Variable Quality

Jun 21, 2018
Mostafa Dehghani, Jaap Kamps

* Presented at The First International SIGIR2016 Workshop on Learning From Limited Or Noisy Data For Information Retrieval. arXiv admin note: substantial text overlap with arXiv:1711.02799 

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Fidelity-Weighted Learning

May 23, 2018
Mostafa Dehghani, Arash Mehrjou, Stephan Gouws, Jaap Kamps, Bernhard Schölkopf

* Published as a conference paper at ICLR 2018 

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Avoiding Your Teacher's Mistakes: Training Neural Networks with Controlled Weak Supervision

Dec 07, 2017
Mostafa Dehghani, Aliaksei Severyn, Sascha Rothe, Jaap Kamps


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Learning to Learn from Weak Supervision by Full Supervision

Nov 30, 2017
Mostafa Dehghani, Aliaksei Severyn, Sascha Rothe, Jaap Kamps

* Accepted at NIPS Workshop on Meta-Learning (MetaLearn 2017), Long Beach, CA, USA 

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Words are Malleable: Computing Semantic Shifts in Political and Media Discourse

Nov 15, 2017
Hosein Azarbonyad, Mostafa Dehghani, Kaspar Beelen, Alexandra Arkut, Maarten Marx, Jaap Kamps

* In Proceedings of the 26th ACM International on Conference on Information and Knowledge Management (CIKM2017) 

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Share your Model instead of your Data: Privacy Preserving Mimic Learning for Ranking

Jul 24, 2017
Mostafa Dehghani, Hosein Azarbonyad, Jaap Kamps, Maarten de Rijke

* SIGIR 2017 Workshop on Neural Information Retrieval (Neu-IR'17)}{}{August 7--11, 2017, Shinjuku, Tokyo, Japan 

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Neural Ranking Models with Weak Supervision

May 29, 2017
Mostafa Dehghani, Hamed Zamani, Aliaksei Severyn, Jaap Kamps, W. Bruce Croft

* In proceedings of The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2017) 

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On Horizontal and Vertical Separation in Hierarchical Text Classification

Sep 02, 2016
Mostafa Dehghani, Hosein Azarbonyad, Jaap Kamps, Maarten Marx

* Full paper (10 pages) accepted for publication in proceedings of ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR'16) 

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A Hybrid Approach to Domain-Specific Entity Linking

Sep 06, 2015
Alex Olieman, Jaap Kamps, Maarten Marx, Arjan Nusselder

* Proc. Posters and Demos track of 11th Int. Conf. on Semantic Systems (2015) 55-58 
* SEM'15 

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