Hamed Zamani

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 177

Top Venues

Publications

Hamed Zamani, Michael Bendersky
Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization. CoRR (2024)
Hansi Zeng, Chen Luo, Bowen Jin, Sheikh Muhammad Sarwar, Tianxin Wei, Hamed Zamani
Scalable and Effective Generative Information Retrieval. WWW (2024)
Narges Tabari, Aniket Anand Deshmukh, Wang-Cheng Kang, Hamed Zamani, Rashmi Gangadharaiah, Julian J. McAuley, George Karypis
First Workshop on Generative AI for Recommender Systems and Personalization. KDD (2024)
Alireza Salemi, Hamed Zamani
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models. CoRR (2024)
Michael Bendersky, Cheng Li, Qiaozhu Mei, Vanessa Murdock, Jie Tang, Hongning Wang, Hamed Zamani, Mingyang Zhang, Xingjian Zhang
The Second Workshop on Large Language Models for Individuals, Groups, and Society. SIGIR (2024)
Alireza Salemi, Surya Kallumadi, Hamed Zamani
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation. CoRR (2024)
Hamed Zamani, Michael Bendersky
Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization. SIGIR (2024)
Alireza Salemi, Surya Kallumadi, Hamed Zamani
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation. SIGIR (2024)
To Eun Kim, Alireza Salemi, Andrew Drozdov, Fernando Diaz, Hamed Zamani
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities. CoRR (2024)
Chris Samarinas, Hamed Zamani
ProCIS: A Benchmark for Proactive Retrieval in Conversations. SIGIR (2024)
Ishita Kumar, Snigdha Viswanathan, Sushrita Yerra, Alireza Salemi, Ryan A. Rossi, Franck Dernoncourt, Hanieh Deilamsalehy, Xiang Chen, Ruiyi Zhang, Shubham Agarwal, Nedim Lipka, Hamed Zamani
LongLaMP: A Benchmark for Personalized Long-form Text Generation. CoRR (2024)
Alireza Salemi, Hamed Zamani
Evaluating Retrieval Quality in Retrieval-Augmented Generation. SIGIR (2024)
Leila Tavakoli, Giovanni Castiglia, Federica Calò, Yashar Deldjoo, Hamed Zamani, Johanne R. Trippas
Understanding Modality Preferences in Search Clarification. CoRR (2024)
Vachik S. Dave, Linsey Pang, Xiquan Cui, Chen Luo, Hamed Zamani, Lingfei Wu, George Karypis
The 3rd International Workshop on Interactive and Scalable Information Retrieval Methods for eCommerce (ISIR-eCom 2024). WSDM (2024)
Chris Samarinas, Hamed Zamani
ProCIS: A Benchmark for Proactive Retrieval in Conversations. CoRR (2024)
Haoyang Wen, Honglei Zhuang, Hamed Zamani, Alexander Hauptmann, Michael Bendersky
Multimodal Reranking for Knowledge-Intensive Visual Question Answering. CoRR (2024)
Hansi Zeng, Chen Luo, Hamed Zamani
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding. SIGIR (2024)
Leila Tavakoli, Johanne R. Trippas, Hamed Zamani, Falk Scholer, Mark Sanderson
Online and Offline Evaluation in Search Clarification. CoRR (2024)
Hansi Zeng, Chen Luo, Hamed Zamani
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding. CoRR (2024)
Sudarshan Lamkhede, Hamed Zamani, Moumita Bhattacharya, Hongning Wang
Third Workshop on Personalization and Recommendations in Search (PaRiS). SIGIR (2024)
Chris Samarinas, Pracha Promthaw, Atharva Nijasure, Hansi Zeng, Julian Killingback, Hamed Zamani
Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models. CoRR (2024)
Mohammad Aliannejadi, Jacek Gwizdka, Hamed Zamani
Interactions with Generative Information Retrieval Systems. CoRR (2024)
Alireza Salemi, Sheshera Mysore, Michael Bendersky, Hamed Zamani
LaMP: When Large Language Models Meet Personalization. ACL (1) (2024)
Yen-Chieh Lien, Hamed Zamani, W. Bruce Croft
Generalized Weak Supervision for Neural Information Retrieval. ACM Trans. Inf. Syst. 42 (5) (2024)
Alireza Salemi, Hamed Zamani
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models. SIGIR (2024)
Alireza Salemi, Hamed Zamani
Evaluating Retrieval Quality in Retrieval-Augmented Generation. CoRR (2024)
Garima Dhanania, Sheshera Mysore, Chau Minh Pham, Mohit Iyyer, Hamed Zamani, Andrew McCallum
Interactive Topic Models with Optimal Transport. CoRR (2024)
Michael Bendersky, Cheng Li, Qiaozhu Mei, Vanessa Murdock, Jie Tang, Hongning Wang, Hamed Zamani, Mingyang Zhang
WSDM 2024 Workshop on Large Language Models for Individuals, Groups, and Society. WSDM (2024)
Sebastian Hofstätter, Jiecao Chen, Karthik Raman, Hamed Zamani
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation. SIGIR (2023)
Hamed Zamani, Michael Bendersky
Multivariate Representation Learning for Information Retrieval. SIGIR (2023)
Yen-Chieh Lien, Hamed Zamani, W. Bruce Croft
Generalized Weak Supervision for Neural Information Retrieval. CoRR (2023)
Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu
Tutorials at The Web Conference 2023. WWW (Companion Volume) (2023)
Alireza Salemi, Mahta Rafiee, Hamed Zamani
Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering. CoRR (2023)
Hansi Zeng, Chen Luo, Bowen Jin, Sheikh Muhammad Sarwar, Tianxin Wei, Hamed Zamani
Scalable and Effective Generative Information Retrieval. CoRR (2023)
Alireza Salemi, Mahta Rafiee, Hamed Zamani
Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering. ICTIR (2023)
Yaxin Zhu, Hamed Zamani
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification. CoRR (2023)
Hansi Zeng, Surya Kallumadi, Zaid Alibadi, Rodrigo Frassetto Nogueira, Hamed Zamani
A Personalized Dense Retrieval Framework for Unified Information Access. CoRR (2023)
Sheshera Mysore, Andrew McCallum, Hamed Zamani
Large Language Model Augmented Narrative Driven Recommendations. CoRR (2023)
Hamed Zamani, Johanne R. Trippas, Jeff Dalton, Filip Radlinski
Conversational Information Seeking. Found. Trends Inf. Retr. 17 (3-4) (2023)
Ruicheng Xian, Honglei Zhuang, Zhen Qin, Hamed Zamani, Jing Lu, Ji Ma, Kai Hui, Han Zhao, Xuanhui Wang, Michael Bendersky
Learning List-Level Domain-Invariant Representations for Ranking. NeurIPS (2023)
Sheshera Mysore, Mahmood Jasim, Andrew McCallum, Hamed Zamani
Editable User Profiles for Controllable Text Recommendation. CoRR (2023)
Zhiqi Huang, Hansi Zeng, Hamed Zamani, James Allan
Soft Prompt Decoding for Multilingual Dense Retrieval. SIGIR (2023)
Michael Bendersky, Danqi Chen, Fernando Diaz, Hamed Zamani
SIGIR 2023 Workshop on Retrieval Enhanced Machine Learning (REML @ SIGIR 2023). SIGIR (2023)
Alireza Salemi, Juan Altmayer Pizzorno, Hamed Zamani
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering. CoRR (2023)
Sheshera Mysore, Andrew McCallum, Hamed Zamani
Large Language Model Augmented Narrative Driven Recommendations. RecSys (2023)
Alireza Salemi, Juan Altmayer Pizzorno, Hamed Zamani
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering. SIGIR (2023)
Vachik S. Dave, Linsey Pang, Xiquan Cui, Lingfei Wu, Hamed Zamani, George Karypis
The 2nd Workshop on Interactive and Scalable Information Retrieval Methods for eCommerce (ISIR-eCom). WWW (Companion Volume) (2023)
Hansi Zeng, Surya Kallumadi, Zaid Alibadi, Rodrigo Frassetto Nogueira, Hamed Zamani
A Personalized Dense Retrieval Framework for Unified Information Access. SIGIR (2023)
Alireza Salemi, Sheshera Mysore, Michael Bendersky, Hamed Zamani
LaMP: When Large Language Models Meet Personalization. CoRR (2023)
Sheshera Mysore, Mahmood Jasim, Andrew McCallum, Hamed Zamani
Editable User Profiles for Controllable Text Recommendations. SIGIR (2023)
Zhiqi Huang, Hansi Zeng, Hamed Zamani, James Allan
Soft Prompt Decoding for Multilingual Dense Retrieval. CoRR (2023)
Hamed Zamani, Michael Bendersky
Multivariate Representation Learning for Information Retrieval. CoRR (2023)
Jeffrey Dalton, Sophie Fischer, Paul Owoicho, Filip Radlinski, Federico Rossetto, Johanne R. Trippas, Hamed Zamani
Conversational Information Seeking: Theory and Application. SIGIR (2022)
Chris Samarinas, Arkin Dharawat, Hamed Zamani
Revisiting Open Domain Query Facet Extraction and Generation. ICTIR (2022)
Hamed Zamani, Michael Bendersky, Donald Metzler, Honglei Zhuang, Xuanhui Wang
Stochastic Retrieval-Conditioned Reranking. ICTIR (2022)
Sebastian Hofstätter, Jiecao Chen, Karthik Raman, Hamed Zamani
Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling. CoRR (2022)
Leila Tavakoli, Hamed Zamani, Falk Scholer, William Bruce Croft, Mark Sanderson
Analyzing clarification in asynchronous information-seeking conversations. J. Assoc. Inf. Sci. Technol. 73 (3) (2022)
Hamed Zamani
Towards Mixed-Initiative Conversational Information Seeking. CIKM Workshops (2022)
Ruicheng Xian, Honglei Zhuang, Zhen Qin, Hamed Zamani, Jing Lu, Ji Ma, Kai Hui, Han Zhao, Xuanhui Wang, Michael Bendersky
Learning List-Level Domain-Invariant Representations for Ranking. CoRR (2022)
Sebastian Hofstätter, Jiecao Chen, Karthik Raman, Hamed Zamani
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation. CoRR (2022)
Hamed Zamani, Johanne R. Trippas, Jeff Dalton, Filip Radlinski
Conversational Information Seeking. CoRR (2022)
Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer
You can't pick your neighbors, or can you? When and how to rely on retrieval in the kNN-LM. CoRR (2022)
Leila Tavakoli, Johanne R. Trippas, Hamed Zamani, Falk Scholer, Mark Sanderson
MIMICS-Duo: Offline & Online Evaluation of Search Clarification. CoRR (2022)
Neha Nayak Kennard, Tim O'Gorman, Rajarshi Das, Akshay Sharma, Chhandak Bagchi, Matthew Clinton, Pranay Kumar Yelugam, Hamed Zamani, Andrew McCallum
DISAPERE: A Dataset for Discourse Structure in Peer Review Discussions. NAACL-HLT (2022)
Hansi Zeng, Hamed Zamani, Vishwa Vinay
Curriculum Learning for Dense Retrieval Distillation. SIGIR (2022)
Leila Tavakoli, Johanne R. Trippas, Hamed Zamani, Falk Scholer, Mark Sanderson
MIMICS-Duo: Offline & Online Evaluation of Search Clarification. SIGIR (2022)
Hamed Zamani, Fernando Diaz, Mostafa Dehghani, Donald Metzler, Michael Bendersky
Retrieval-Enhanced Machine Learning. CoRR (2022)
Yaxin Zhu, Hamed Zamani
Predicting Prerequisite Relations for Unseen Concepts. EMNLP (2022)
Hansi Zeng, Hamed Zamani, Vishwa Vinay
Curriculum Learning for Dense Retrieval Distillation. CoRR (2022)
Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer
You can't pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM. EMNLP (Findings) (2022)
Hamed Zamani, Fernando Diaz, Mostafa Dehghani, Donald Metzler, Michael Bendersky
Retrieval-Enhanced Machine Learning. SIGIR (2022)
Sebastian Hofstätter, Nick Craswell, Bhaskar Mitra, Hamed Zamani, Allan Hanbury
Are We There Yet? A Decision Framework for Replacing Term Based Retrieval with Dense Retrieval Systems. CoRR (2022)
Helia Hashemi, Hamed Zamani, W. Bruce Croft
Stochastic Optimization of Text Set Generation for Learning Multiple Query Intent Representations. CIKM (2022)
Sebastian Hofstätter, Bhaskar Mitra, Hamed Zamani, Nick Craswell, Allan Hanbury
Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking. CoRR (2021)
Jaime Arguello, Adam Ferguson, Emery Fine, Bhaskar Mitra, Hamed Zamani, Fernando Diaz
Tip of the Tongue Known-Item Retrieval: A Case Study in Movie Identification. CHIIR (2021)
Yashar Deldjoo, Johanne R. Trippas, Hamed Zamani
Towards Multi-Modal Conversational Information Seeking. SIGIR (2021)
Chen Qu, Hamed Zamani, Liu Yang, W. Bruce Croft, Erik G. Learned-Miller
Passage Retrieval for Outside-Knowledge Visual Question Answering. CoRR (2021)
Sheshera Mysore, Tim O'Gorman, Andrew McCallum, Hamed Zamani
CSFCube - A Test Collection of Computer Science Research Articles for Faceted Query by Example. NeurIPS Datasets and Benchmarks (2021)
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, W. Bruce Croft
Context-Aware Target Apps Selection and Recommendation for Enhancing Personal Mobile Assistants. CoRR (2021)
Jaime Arguello, Adam Ferguson, Emery Fine, Bhaskar Mitra, Hamed Zamani, Fernando Diaz
Tip of the Tongue Known-Item Retrieval: A Case Study in Movie Identification. CoRR (2021)
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, W. Bruce Croft
Context-aware Target Apps Selection and Recommendation for Enhancing Personal Mobile Assistants. ACM Trans. Inf. Syst. 39 (3) (2021)
Bhaskar Mitra, Sebastian Hofstätter, Hamed Zamani, Nick Craswell
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence. SIGIR (2021)
Bhaskar Mitra, Sebastian Hofstätter, Hamed Zamani, Nick Craswell
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence. CoRR (2021)
Mohammad Aliannejadi, Leif Azzopardi, Hamed Zamani, Evangelos Kanoulas, Paul Thomas, Nick Craswell
Analysing Mixed Initiatives and Search Strategies during Conversational Search. CIKM (2021)
Hamed Zamani
Session details: Session 2B - Conversational Search. ICTIR (2021)
Razieh Rahimi, Youngwoo Kim, Hamed Zamani, James Allan
Explaining Documents' Relevance to Search Queries. CoRR (2021)
Sebastian Hofstätter, Bhaskar Mitra, Hamed Zamani, Nick Craswell, Allan Hanbury
Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking. SIGIR (2021)
Sheshera Mysore, Tim O'Gorman, Andrew McCallum, Hamed Zamani
CSFCube - A Test Collection of Computer Science Research Articles for Faceted Query by Example. CoRR (2021)
Yashar Deldjoo, Vito Walter Anelli, Hamed Zamani, Alejandro Bellogín, Tommaso Di Noia
A flexible framework for evaluating user and item fairness in recommender systems. User Model. User Adapt. Interact. 31 (3) (2021)
Somin Wadhwa, Hamed Zamani
Towards System-Initiative Conversational Information Seeking. DESIRES (2021)
Mohammad Aliannejadi, Leif Azzopardi, Hamed Zamani, Evangelos Kanoulas, Paul Thomas, Nick Craswell
Analysing Mixed Initiatives and Search Strategies during Conversational Search. CoRR (2021)
Prafull Prakash, Julian Killingback, Hamed Zamani
Learning Robust Dense Retrieval Models from Incomplete Relevance Labels. SIGIR (2021)
Rosie Jones, Hamed Zamani, Markus Schedl, Ching-Wei Chen, Sravana Reddy, Ann Clifton, Jussi Karlgren, Helia Hashemi, Aasish Pappu, Zahra Nazari, Longqi Yang, Oguz Semerci, Hugues Bouchard, Ben Carterette
Current Challenges and Future Directions in Podcast Information Access. CoRR (2021)
Rosie Jones, Hamed Zamani, Markus Schedl, Ching-Wei Chen, Sravana Reddy, Ann Clifton, Jussi Karlgren, Helia Hashemi, Aasish Pappu, Zahra Nazari, Longqi Yang, Oguz Semerci, Hugues Bouchard, Ben Carterette
Current Challenges and Future Directions in Podcast Information Access. SIGIR (2021)
Chen Qu, Hamed Zamani, Liu Yang, W. Bruce Croft, Erik G. Learned-Miller
Passage Retrieval for Outside-Knowledge Visual Question Answering. SIGIR (2021)
Helia Hashemi, Hamed Zamani, W. Bruce Croft
Learning Multiple Intent Representations for Search Queries. CIKM (2021)
Neha Nayak Kennard, Tim O'Gorman, Akshay Sharma, Chhandak Bagchi, Matthew Clinton, Pranay Kumar Yelugam, Rajarshi Das, Hamed Zamani, Andrew McCallum
A Dataset for Discourse Structure in Peer Review Discussions. CoRR (2021)
Claudia Hauff, Julia Kiseleva, Mark Sanderson, Hamed Zamani, Yongfeng Zhang
Conversational Search and Recommendation: Introduction to the Special Issue. ACM Trans. Inf. Syst. 39 (4) (2021)
Binsheng Liu, Hamed Zamani, Xiaolu Lu, J. Shane Culpepper
Generalizing Discriminative Retrieval Models using Generative Tasks. WWW (2021)
Jiafeng Guo, Yixing Fan, Liang Pang, Liu Yang, Qingyao Ai, Hamed Zamani, Chen Wu, W. Bruce Croft, Xueqi Cheng
A Deep Look into neural ranking models for information retrieval. Inf. Process. Manag. 57 (6) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hamed Zamani