Hamed R. Bonab

According to our database, Hamed R. Bonab authored at least 22 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A Novel Neural Ensemble Architecture for On-the-fly Classification of Evolving Text Streams.

Pouya Ghahramanian, Sepehr Bakhshi, Hamed R. Bonab, Fazli Can

ACM Trans. Knowl. Discov. Data, May, 2024

2023

A Broad Ensemble Learning System for Drifting Stream Classification.

Sepehr Bakhshi, Pouya Ghahramanian, Hamed R. Bonab, Fazli Can

IEEE Access, 2023

Blend and Match: Distilling Semantic Search Models with Different Inductive Biases and Model Architectures.

Hamed R. Bonab, Ashutosh Joshi, Ravi Bhatia, Ankit Gandhi, Vijay Huddar, Juhi Naik, Mutasem Al-Darabsah, Choon Hui Teo, Jonathan May, Tarun Agarwal, Vaclav Petricek

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Cross-Market Product-Related Question Answering.

Negin Ghasemi, Mohammad Aliannejadi, Hamed R. Bonab, Evangelos Kanoulas, Arjen P. de Vries, James Allan, Djoerd Hiemstra

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Hierarchical Transformer-based Query by Multiple Documents.

Zhiqi Huang, Shahrzad Naseri, Hamed R. Bonab, Sheikh Muhammad Sarwar, James Allan

Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 2023

2021

On-the-Fly Ensemble Pruning in Evolving Data Streams.

Sanem Elbasi, Alican Büyükçakir, Hamed R. Bonab, Fazli Can

CoRR, 2021

XMRec: Workshop on Cross-Market Recommendation.

Mohammad Aliannejadi, Hamed R. Bonab, Ali Vardasbi, Evangelos Kanoulas, James Allan, Vanessa Murdock

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

Query-driven Segment Selection for Ranking Long Documents.

Youngwoo Kim, Razieh Rahimi, Hamed R. Bonab, James Allan

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval.

Zhiqi Huang, Hamed R. Bonab, Sheikh Muhammad Sarwar, Razieh Rahimi, James Allan

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Cross-Market Product Recommendation.

Hamed R. Bonab, Mohammad Aliannejadi, Ali Vardasbi, Evangelos Kanoulas, James Allan

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Spotify at the TREC 2020 Podcasts Track: Segment Retrieval.

Yongze Yu, Jussi Karlgren, Ann Clifton, Md. Iftekhar Tanveer, Rosie Jones, Hamed R. Bonab

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Training Effective Neural CLIR by Bridging the Translation Gap.

Hamed R. Bonab, Sheikh Muhammad Sarwar, James Allan

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

100, 000 Podcasts: A Spoken English Document Corpus.

Ann Clifton, Sravana Reddy, Yongze Yu, Aasish Pappu, Rezvaneh Rezapour, Hamed R. Bonab, Maria Eskevich, Gareth J. F. Jones, Jussi Karlgren, Ben Carterette, Rosie Jones

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Less Is More: A Comprehensive Framework for the Number of Components of Ensemble Classifiers.

Hamed R. Bonab, Fazli Can

IEEE Trans. Neural Networks Learn. Syst., 2019

Simulating CLIR Translation Resource Scarcity using High-resource Languages.

Hamed R. Bonab, James Allan, Ramesh K. Sitaraman

Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Incorporating Hierarchical Domain Information to Disambiguate Very Short Queries.

Hamed R. Bonab, Mohammad Aliannejadi, John Foley, James Allan

Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Unsupervised Concept Drift Detection with a Discriminative Classifier.

Ömer Gözüaçik, Alican Büyükçakir, Hamed R. Bonab, Fazli Can

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

A Multi-Task Architecture on Relevance-based Neural Query Translation.

Sheikh Muhammad Sarwar, Hamed R. Bonab, James Allan

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

GOOWE: Geometrically Optimum and Online-Weighted Ensemble Classifier for Evolving Data Streams.

Hamed R. Bonab, Fazli Can

ACM Trans. Knowl. Discov. Data, 2018

Citation Worthiness of Sentences in Scientific Reports.

Hamed R. Bonab, Hamed Zamani, Erik G. Learned-Miller, James Allan

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

A Novel Online Stacked Ensemble for Multi-Label Stream Classification.

Alican Büyükçakir, Hamed R. Bonab, Fazli Can

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2016

A Theoretical Framework on the Ideal Number of Classifiers for Online Ensembles in Data Streams.

Hamed R. Bonab, Fazli Can

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016