Hamed Zamani

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W. Bruce CroftDistinguished Professor Emeritus, University of Massachusetts AmherstVerified email at cs.umass.edu
Nick CraswellMicrosoftVerified email at microsoft.com
Azadeh ShakeryAssociate Professor, Electrical and Computer Engineering Department, University of TehranVerified email at ut.ac.ir
Mostafa DehghaniResearch Scientist, Google BrainVerified email at google.com
Bhaskar MitraPrincipal Researcher, Microsoft ResearchVerified email at microsoft.com
Markus SchedlProfessor at Johannes Kepler University Linz, Institute of Computational PerceptionVerified email at jku.at
Fabio CrestaniFaculty of Informatics, Universitá della Svizzera Italiana (USI), Lugano, SwitzerlandVerified email at usi.ch
Helia HashemiPh.D. Candidate, University of Massachusetts AmherstVerified email at cs.umass.edu
Michael BenderskyGoogle ResearchVerified email at google.com
Jaap KampsUniversity of AmsterdamVerified email at uva.nl
Andrew McCallumDistinguished Professor of Computer Science, University of Massachusetts AmherstVerified email at cs.umass.edu
Jiafeng GuoProfessor, Institute of Computing Techonology, CASVerified email at ict.ac.cn
Erik Learned-MillerProfessor of Computer Science, University of Massachusetts AmherstVerified email at cs.umass.edu
James AllanUniversity of Massachusetts AmherstVerified email at cs.umass.edu
Fernando DiazGoogleVerified email at acm.org
Susan DumaisTechnical Fellow, Microsoft ResearchVerified email at microsoft.com
Jeff DaltonSenior Lecturer (Associate Professor) at University of GlasgowVerified email at glasgow.ac.uk
Mark SandersonSchool of Computing Technologies, RMIT UniversityVerified email at rmit.edu.au
Donald MetzlerGoogleVerified email at google.com
Mohit IyyerAssistant Professor, University of Massachusetts AmherstVerified email at cs.umass.edu

Hamed Zamani

Assistant Professor of Computer Science, University of Massachusetts Amherst

Verified email at cs.umass.edu - Homepage

Information Retrieval Recommender Systems Conversational AI Natural Language Processing


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Neural ranking models with weak supervision M Dehghani, H Zamani, A Severyn, J Kamps, WB Croft Proceedings of the 40th International ACM SIGIR Conference on Research and …, 2017	363	2017
Current challenges and visions in music recommender systems research M Schedl, H Zamani, CW Chen, Y Deldjoo, M Elahi International Journal of Multimedia Information Retrieval 7 (2), 95-116, 2018	288	2018
A deep look into neural ranking models for information retrieval J Guo, Y Fan, L Pang, L Yang, Q Ai, H Zamani, C Wu, WB Croft, X Cheng Information Processing & Management 57 (6), 102067, 2020	269	2020
Asking Clarifying Questions in Open-Domain Information-Seeking Conversations M Aliannejadi, H Zamani, F Crestani, WB Croft Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019	240	2019
Relevance-based Word Embedding H Zamani, WB Croft Proceedings of the 40th International ACM SIGIR Conference on Research and …, 2017	192	2017
Embedding-based query language models H Zamani, WB Croft Proceedings of the 2016 ACM international conference on the theory of …, 2016	162	2016
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted Indexing H Zamani, M Dehghani, WB Croft, E Learned-Miller, J Kamps Proceedings of the 27th ACM International Conference on Information and …, 2018	144	2018
Generating Clarifying Questions for Information Retrieval H Zamani, S Dumais, N Craswell, P Bennett, G Lueck Proceedings of The Web Conference 2020, 418-428, 2020	134	2020
Estimating embedding vectors for queries H Zamani, WB Croft Proceedings of the 2016 ACM International Conference on the Theory of …, 2016	127	2016
Recsys challenge 2018: automatic music playlist continuation CW Chen, P Lamere, M Schedl, H Zamani Proceedings of the 12th ACM Conference on Recommender Systems, 527-528, 2018	92	2018
Neural ranking models with multiple document fields H Zamani, B Mitra, X Song, N Craswell, S Tiwary Proceedings of the Eleventh ACM International Conference on Web Search and …, 2018	84	2018
Neural query performance prediction using weak supervision from multiple signals H Zamani, WB Croft, JS Culpepper The 41st International ACM SIGIR Conference on Research & Development in …, 2018	79	2018
Local self-attention over long text for efficient document retrieval S Hofstätter, H Zamani, B Mitra, N Craswell, A Hanbury Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020	70	2020
Situational Context for Ranking in Personal Search H Zamani, M Bendersky, X Wang, M Zhang Proceedings of the 26th International Conference on World Wide Web, 1531-1540, 2017	67	2017
A Flexible Framework for Evaluating User and Item Fairness in Recommender Systems Y Deldjoo, VW Anelli, H Zamani, A Bellogin, T Di Noia User Modeling and User-Adapted Interaction, 2020	61	2020
ANTIQUE: A non-factoid question answering benchmark H Hashemi, M Aliannejadi, H Zamani, WB Croft European Conference on Information Retrieval, 166-173, 2020	57	2020
Pseudo-relevance feedback based on matrix factorization H Zamani, J Dadashkarimi, A Shakery, WB Croft Proceedings of the 25th ACM International on Conference on Information and …, 2016	57	2016
Analyzing and Learning from User Interactions for Search Clarification H Zamani, B Mitra, E Chen, G Lueck, F Diaz, PN Bennett, N Craswell, ... Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020	56	2020
Conversational Information Seeking H Zamani, JR Trippas, J Dalton, F Radlinski arXiv preprint arXiv:2201.08808, 2022	54	2022
Investigating the Successes and Failures of BERT for Passage Re-Ranking H Padigela, H Zamani, WB Croft arXiv preprint arXiv:1905.01758, 2019	52	2019

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