Hamed R. Bonab

30 papers A* 3A 7B 1Misc 3Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Novel Neural Ensemble Architecture for On-the-fly Classification of Evolving Text Streams.
ACM Trans. Knowl. Discov. Data
Pouya Ghahramanian, Sepehr Bakhshi, Hamed R. Bonab, Fazli Can
2023 J jnl
A Broad Ensemble Learning System for Drifting Stream Classification.
IEEE Access
Sepehr Bakhshi, Pouya Ghahramanian, Hamed R. Bonab, Fazli Can
2023 — conf
Blend and Match: Distilling Semantic Search Models with Different Inductive Biases and Model Architectures.
WWW (Companion Volume)
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
2023 A* conf
Cross-Market Product-Related Question Answering.
SIGIR
Negin Ghasemi, Mohammad Aliannejadi, Hamed R. Bonab, Evangelos Kanoulas, Arjen P. de Vries, James Allan, Djoerd Hiemstra
2023 Misc conf
Hierarchical Transformer-based Query by Multiple Documents.
ICTIR
Zhiqi Huang, Shahrzad Naseri, Hamed R. Bonab, Sheikh Muhammad Sarwar, James Allan
2021 J jnl
A Broad Ensemble Learning System for Drifting Stream Classification.
CoRR
Sepehr Bakhshi, Pouya Ghahramanian, Hamed R. Bonab, Fazli Can
2021 A conf
Cross-Market Product Recommendation.
CIKM
Hamed R. Bonab, Mohammad Aliannejadi, Ali Vardasbi, Evangelos Kanoulas, James Allan
2021 J jnl
Cross-Market Product Recommendation.
CoRR
Hamed R. Bonab, Mohammad Aliannejadi, Ali Vardasbi, Evangelos Kanoulas, James Allan
2021 A conf
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval.
CIKM
Zhiqi Huang, Hamed R. Bonab, Sheikh Muhammad Sarwar, Razieh Rahimi, James Allan
2021 J jnl
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval.
CoRR
Zhiqi Huang, Hamed R. Bonab, Sheikh Muhammad Sarwar, Razieh Rahimi, James Allan
2021 J jnl
On-the-Fly Ensemble Pruning in Evolving Data Streams.
CoRR
Sanem Elbasi, Alican Büyükçakir, Hamed R. Bonab, Fazli Can
2021 A conf
Query-driven Segment Selection for Ranking Long Documents.
CIKM
Youngwoo Kim, Razieh Rahimi, Hamed R. Bonab, James Allan
2021 J jnl
Query-driven Segment Selection for Ranking Long Documents.
CoRR
Youngwoo Kim, Razieh Rahimi, Hamed R. Bonab, James Allan
2021 A conf
XMRec: Workshop on Cross-Market Recommendation.
RecSys
Mohammad Aliannejadi, Hamed R. Bonab, Ali Vardasbi, Evangelos Kanoulas, James Allan, Vanessa Murdock
2020 B conf
100, 000 Podcasts: A Spoken English Document Corpus.
COLING
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
2020 — conf
Spotify at the TREC 2020 Podcasts Track: Segment Retrieval.
TREC
Yongze Yu, Jussi Karlgren, Ann Clifton, Md. Iftekhar Tanveer, Rosie Jones, Hamed R. Bonab
2020 A* conf
Training Effective Neural CLIR by Bridging the Translation Gap.
SIGIR
Hamed R. Bonab, Sheikh Muhammad Sarwar, James Allan
2019 — conf
A Multi-Task Architecture on Relevance-based Neural Query Translation.
ACL (1)
Sheikh Muhammad Sarwar, Hamed R. Bonab, James Allan
2019 J jnl
A Multi-Task Architecture on Relevance-based Neural Query Translation.
CoRR
Sheikh Muhammad Sarwar, Hamed R. Bonab, James Allan
2019 Misc conf
Incorporating Hierarchical Domain Information to Disambiguate Very Short Queries.
ICTIR
Hamed R. Bonab, Mohammad Aliannejadi, John Foley, James Allan
2019 J jnl
Less Is More: A Comprehensive Framework for the Number of Components of Ensemble Classifiers.
IEEE Trans. Neural Networks Learn. Syst.
Hamed R. Bonab, Fazli Can
2019 Misc conf
Simulating CLIR Translation Resource Scarcity using High-resource Languages.
ICTIR
Hamed R. Bonab, James Allan, Ramesh K. Sitaraman
2019 A conf
Unsupervised Concept Drift Detection with a Discriminative Classifier.
CIKM
Ömer Gözüaçik, Alican Büyükçakir, Hamed R. Bonab, Fazli Can
2018 A conf
A Novel Online Stacked Ensemble for Multi-Label Stream Classification.
CIKM
Alican Büyükçakir, Hamed R. Bonab, Fazli Can
2018 J jnl
A Novel Online Stacked Ensemble for Multi-Label Stream Classification.
CoRR
Alican Büyükçakir, Hamed R. Bonab, Fazli Can
2018 A* conf
Citation Worthiness of Sentences in Scientific Reports.
SIGIR
Hamed R. Bonab, Hamed Zamani, Erik G. Learned-Miller, James Allan
2018 J jnl
GOOWE: Geometrically Optimum and Online-Weighted Ensemble Classifier for Evolving Data Streams.
ACM Trans. Knowl. Discov. Data
Hamed R. Bonab, Fazli Can
2017 J jnl
GOOWE: Geometrically Optimum and Online-Weighted Ensemble Classifier for Evolving Data Streams.
CoRR
Hamed R. Bonab, Fazli Can
2017 J jnl
Less Is More: A Comprehensive Framework for the Number of Components of Ensemble Classifiers.
CoRR
Hamed R. Bonab, Fazli Can
2016 A conf
A Theoretical Framework on the Ideal Number of Classifiers for Online Ensembles in Data Streams.
CIKM
Hamed R. Bonab, Fazli Can