Hamed Zamani

244 papers A* 60A 18B 2Misc 13Journal 127Unranked 24
YearRankTypeTitle / Venue / Authors
2026 B conf
Can Instructed Retrieval Models Really Support Exploration?
CHIIR
Piyush Maheshwari, Sheshera Mysore, Hamed Zamani
2026 J jnl
Can Instructed Retrieval Models Really Support Exploration?
CoRR
Piyush Maheshwari, Sheshera Mysore, Hamed Zamani
2026 J jnl
Improving User Privacy in Personalized Generation: Client-Side Retrieval-Augmented Modification of Server-Side Generated Speculations.
CoRR
Alireza Salemi, Hamed Zamani
2026 A* conf
Inferential Question Answering.
WWW
Jamshid Mozafari, Hamed Zamani, Guido Zuccon, Adam Jatowt
2026 J jnl
Inferential Question Answering.
CoRR
Jamshid Mozafari, Hamed Zamani, Guido Zuccon, Adam Jatowt
2026 J jnl
Learning to Reason for Multi-Step Retrieval of Personal Context in Personalized Question Answering.
CoRR
Maryam Amirizaniani, Alireza Salemi, Hamed Zamani
2026 A* conf
Pathways of Thoughts: Multi-Directional Thinking for Long-form Personalized Question Answering.
WWW
Alireza Salemi, Cheng Li, Mingyang Zhang, Qiaozhu Mei, Zhuowan Li, Spurthi Amba Hombaiah, Weize Kong, Tao Chen, Hamed Zamani, Michael Bendersky
2026 J jnl
Scaling Laws for Embedding Dimension in Information Retrieval.
CoRR
Julian Killingback, Mahta Rafiee, Madine Manas, Hamed Zamani
2026 J jnl
Scaling Laws for Reranking in Information Retrieval.
CoRR
Rahul Seetharaman, Aman Bansal, Hamed Zamani, Kaustubh D. Dhole
2026 J jnl
TARSE: Test-Time Adaptation via Retrieval of Skills and Experience for Reasoning Agents.
CoRR
Junda Wang, Zonghai Tao, Hansi Zeng, Zhichao Yang, Hamed Zamani, Hong Yu
2026 J jnl
Total Recall QA: A Verifiable Evaluation Suite for Deep Research Agents.
CoRR
Mahta Rafiee, Heydar Soudani, Zahra Abbasiantaeb, Mohammad Aliannejadi, Faegheh Hasibi, Hamed Zamani
2026 J jnl
Truncated Step-Level Sampling with Process Rewards for Retrieval-Augmented Reasoning.
CoRR
Chris Samarinas, Haw-Shiuan Chang, Hamed Zamani
2025 — conf
Accelerating Retrieval-Augmented Generation.
ASPLOS (1)
Derrick Quinn, Mohammad Nouri, Neel Patel, John Salihu, Alireza Salemi, Sukhan Lee, Hamed Zamani, Mohammad Alian
2025 J jnl
Aligning LLMs on a Budget: Inference-Time Alignment with Heuristic Reward Models.
CoRR
Mason Nakamura, Saaduddin Mahmud, Kyle Hollins Wray, Hamed Zamani, Shlomo Zilberstein
2025 J jnl
Benchmarking Information Retrieval Models on Complex Retrieval Tasks.
CoRR
Julian Killingback, Hamed Zamani
2025 — conf
Beyond Factual Accuracy: Evaluating Coverage of Diverse Factual Information in Long-form Text Generation.
ACL (Findings)
Chris Samarinas, Alexander Krubner, Alireza Salemi, Youngwoo Kim, Hamed Zamani
2025 J jnl
Beyond Factual Accuracy: Evaluating Coverage of Diverse Factual Information in Long-form Text Generation.
CoRR
Chris Samarinas, Alexander Krubner, Alireza Salemi, Youngwoo Kim, Hamed Zamani
2025 J jnl
Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs.
CoRR
Mohammad Tavakoli, Alireza Salemi, Carrie Ye, Mohamed Abdalla, Hamed Zamani, J. Ross Mitchell
2025 A* conf
Bridging Personalization and Control in Scientific Personalized Search.
SIGIR
Sheshera Mysore, Garima Dhanania, Kishor Patil, Surya Kallumadi, Andrew McCallum, Hamed Zamani
2025 J jnl
CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-Training.
CoRR
Alireza Salemi, Mukta Maddipatla, Hamed Zamani
2025 J jnl
Can Pre-training Indicators Reliably Predict Fine-tuning Outcomes of LLMs?
CoRR
Hansi Zeng, Kai Hui, Honglei Zhuang, Zhen Qin, Zhenrui Yue, Hamed Zamani, Dana Alon
2025 Misc conf
Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models.
ICTIR
Alireza Salemi, Hamed Zamani
2025 Misc conf
Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking.
ICTIR
Chris Samarinas, Hamed Zamani
2025 J jnl
Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking.
CoRR
Chris Samarinas, Hamed Zamani
2025 — conf
ExPerT: Effective and Explainable Evaluation of Personalized Long-Form Text Generation.
ACL (Findings)
Alireza Salemi, Julian Killingback, Hamed Zamani
2025 J jnl
ExPerT: Effective and Explainable Evaluation of Personalized Long-Form Text Generation.
CoRR
Alireza Salemi, Julian Killingback, Hamed Zamani
2025 A* conf
Hypencoder: Hypernetworks for Information Retrieval.
SIGIR
Julian Killingback, Hansi Zeng, Hamed Zamani
2025 J jnl
Hypencoder: Hypernetworks for Information Retrieval.
CoRR
Julian Killingback, Hansi Zeng, Hamed Zamani
2025 J jnl
LLM-based Multi-Agent Blackboard System for Information Discovery in Data Science.
CoRR
Alireza Salemi, Mihir Parmar, Palash Goyal, Yiwen Song, Jinsung Yoon, Hamed Zamani, Hamid Palangi, Tomas Pfister
2025 A* conf
LaMP-QA: A Benchmark for Personalized Long-form Question Answering.
EMNLP
Alireza Salemi, Hamed Zamani
2025 J jnl
LaMP-QA: A Benchmark for Personalized Long-form Question Answering.
CoRR
Alireza Salemi, Hamed Zamani
2025 J jnl
Learning from Natural Language Feedback for Personalized Question Answering.
CoRR
Alireza Salemi, Hamed Zamani
2025 Misc conf
Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization.
ICTIR
Alireza Salemi, Hamed Zamani
2025 J jnl
Online and Offline Evaluation in Search Clarification.
ACM Trans. Inf. Syst.
Leila Tavakoli, Johanne R. Trippas, Hamed Zamani, Falk Scholer, Mark Sanderson
2025 J jnl
Open-Ended and Knowledge-Intensive Video Question Answering.
CoRR
Md. Zarif Ul Alam, Hamed Zamani
2025 J jnl
Pathways of Thoughts: Multi-Directional Thinking for Long-form Personalized Question Answering.
CoRR
Alireza Salemi, Cheng Li, Mingyang Zhang, Qiaozhu Mei, Zhuowan Li, Spurthi Amba Hombaiah, Weize Kong, Tao Chen, Hamed Zamani, Michael Bendersky
2025 J jnl
Personalization of Large Language Models: A Survey.
Trans. Mach. Learn. Res.
Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang
2025 — conf
Personalized Generation In Large Model Era: A Survey.
ACL (1)
Yiyan Xu, Jinghao Zhang, Alireza Salemi, Xinting Hu, Wenjie Wang, Fuli Feng, Hamed Zamani, Xiangnan He, Tat-Seng Chua
2025 J jnl
Personalized Generation In Large Model Era: A Survey.
CoRR
Yiyan Xu, Jinghao Zhang, Alireza Salemi, Xinting Hu, Wenjie Wang, Fuli Feng, Hamed Zamani, Xiangnan He, Tat-Seng Chua
2025 J jnl
Plan-and-Refine: Diverse and Comprehensive Retrieval-Augmented Generation.
CoRR
Alireza Salemi, Chris Samarinas, Hamed Zamani
2025 J jnl
Pre-Trained Models for Search and Recommendation: Introduction to the Special Issue - Part 1.
ACM Trans. Inf. Syst.
Wenjie Wang, Zheng Liu, Fuli Feng, Zhicheng Dou, Qingyao Ai, Grace Hui Yang, Defu Lian, Lu Hou, Aixin Sun, Hamed Zamani, Donald Metzler, Maarten de Rijke
2025 J jnl
Pre-Trained Models for Search and Recommendation: Introduction to the Special Issue - Part 2.
ACM Trans. Inf. Syst.
Wenjie Wang, Zheng Liu, Fuli Feng, Zhicheng Dou, Qingyao Ai, Grace Hui Yang, Defu Lian, Lu Hou, Aixin Sun, Hamed Zamani, Donald Metzler, Maarten de Rijke
2025 J jnl
Predicting radiation-acute esophagitis via machine learning algorithms.
Comput. Biol. Chem.
Mostafa Alizade-Harakiyan, Amin Khodaei, Hamed Zamani, Hamed Jalili-Majdi, Asghar Mesbahi
2025 A conf
ProActLLM: Proactive Conversational Information Seeking with Large Language Models.
CIKM
Shubham Chatterjee, Xi Wang, Shuo Zhang, Sajad Ebrahimi, Zhaochun Ren, Debasis Ganguly, Gareth J. F. Jones, Emine Yilmaz, Hamed Zamani
2025 Misc ed.
Proceedings of the 2025 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval, ICTIR 2025, Padua, Italy, 18 July 2025
ICTIR
Hamed Zamani, Laura Dietz, Benjamin Piwowarski, Sebastian Bruch
2025 J jnl
Reasoning-Enhanced Self-Training for Long-Form Personalized Text Generation.
CoRR
Alireza Salemi, Cheng Li, Mingyang Zhang, Qiaozhu Mei, Weize Kong, Tao Chen, Zhuowan Li, Michael Bendersky, Hamed Zamani
2025 Misc conf
Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications.
ICTIR
Leila Tavakoli, Hamed Zamani
2025 J jnl
Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications.
CoRR
Leila Tavakoli, Hamed Zamani
2025 J jnl
Report from the 4th Strategic Workshop on Information Retrieval in Lorne (SWIRL 2025).
SIGIR Forum
Johanne R. Trippas, J. Shane Culpepper, Mohammad Aliannejadi, James Allan, Enrique Amigó, Jaime Arguello, Leif Azzopardi, Peter Bailey, Jamie Callan, Rob Capra, Nick Craswell, W. Bruce Croft, Jeff Dalton, Gianluca Demartini, Laura Dietz, Zhicheng Dou, Carsten Eickhoff, Michael D. Ekstrand, Nicola Ferro, Norbert Fuhr, Dorota Glowacka, Faegheh Hasibi, Danula Hettiachchi, Rosie Jones, Jaap Kamps, Noriko Kando, Sarvnaz Karimi, Makoto P. Kato, Bevan Koopman, Yiqun Liu, Chenglong Ma, Joel Mackenzie, Maria Maistro, Jiaxin Mao, Dana McKay, Bhaskar Mitra, Stefano Mizzaro, Alistair Moffat, Josiane Mothe, Iadh Ounis, Lida Rashidi, Yongli Ren, Mark Sanderson, Rodrygo L. T. Santos, Falk Scholer, Chirag Shah, Laurianne Sitbon, Ian Soboroff, Damiano Spina, Paul Thomas, Julián Urbano, Arjen P. de Vries, Ryen White, Abby Yuan, Hamed Zamani, Oleg Zendel, Min Zhang, Shengyao Zhuang, Justin Zobel, Guido Zuccon
2025 A* conf
Scaling Sparse and Dense Retrieval in Decoder-Only LLMs.
SIGIR
Hansi Zeng, Julian Killingback, Hamed Zamani
2025 J jnl
Scaling Sparse and Dense Retrieval in Decoder-Only LLMs.
CoRR
Hansi Zeng, Julian Killingback, Hamed Zamani
2025 J jnl
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.
CoRR
Bowen Jin, Hansi Zeng, Zhenrui Yue, Dong Wang, Hamed Zamani, Jiawei Han
2025 A* conf
The Second Tutorial on Retrieval-Enhanced Machine Learning: Synthesis and Opportunities.
SIGIR
Fernando Diaz, Andrew Drozdov, To Eun Kim, Alireza Salemi, Hamed Zamani
2025 J jnl
Uncertainty Quantification for Retrieval-Augmented Reasoning.
CoRR
Heydar Soudani, Hamed Zamani, Faegheh Hasibi
2024 J jnl
Accelerating Retrieval-Augmented Generation.
CoRR
Derrick Quinn, Mohammad Nouri, Neel Patel, John Salihu, Alireza Salemi, Sukhan Lee, Hamed Zamani, Mohammad Alian
2024 J jnl
CS4: Measuring the Creativity of Large Language Models Automatically by Controlling the Number of Story-Writing Constraints.
CoRR
Anirudh Atmakuru, Jatin Nainani, Rohith Siddhartha Reddy Bheemreddy, Anirudh Lakkaraju, Zonghai Yao, Hamed Zamani, Haw-Shiuan Chang
2024 J jnl
Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models.
CoRR
Alireza Salemi, Hamed Zamani
2024 A* conf
Evaluating Retrieval Quality in Retrieval-Augmented Generation.
SIGIR
Alireza Salemi, Hamed Zamani
2024 J jnl
Evaluating Retrieval Quality in Retrieval-Augmented Generation.
CoRR
Alireza Salemi, Hamed Zamani
2024 A* conf
First Workshop on Generative AI for Recommender Systems and Personalization.
KDD
Narges Tabari, Aniket Anand Deshmukh, Wang-Cheng Kang, Hamed Zamani, Rashmi Gangadharaiah, Julian J. McAuley, George Karypis
2024 J jnl
Future of Information Retrieval Research in the Age of Generative AI.
CoRR
James Allan, Eunsol Choi, Daniel P. Lopresti, Hamed Zamani
2024 J jnl
Generalized Weak Supervision for Neural Information Retrieval.
ACM Trans. Inf. Syst.
Yen-Chieh Lien, Hamed Zamani, W. Bruce Croft
2024 — conf
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification.
NAACL-HLT (Findings)
Yaxin Zhu, Hamed Zamani
2024 J jnl
Interactions with Generative Information Retrieval Systems.
CoRR
Mohammad Aliannejadi, Jacek Gwizdka, Hamed Zamani
2024 J jnl
Interactive Topic Models with Optimal Transport.
CoRR
Garima Dhanania, Sheshera Mysore, Chau Minh Pham, Mohit Iyyer, Hamed Zamani, Andrew McCallum
2024 — conf
LaMP: When Large Language Models Meet Personalization.
ACL (1)
Alireza Salemi, Sheshera Mysore, Michael Bendersky, Hamed Zamani
2024 J jnl
Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization.
CoRR
Alireza Salemi, Hamed Zamani
2024 J jnl
LongLaMP: A Benchmark for Personalized Long-form Text Generation.
CoRR
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
2024 J jnl
Memory Augmented Cross-encoders for Controllable Personalized Search.
CoRR
Sheshera Mysore, Garima Dhanania, Kishor Patil, Surya Kallumadi, Andrew McCallum, Hamed Zamani
2024 J jnl
Multimodal Reranking for Knowledge-Intensive Visual Question Answering.
CoRR
Haoyang Wen, Honglei Zhuang, Hamed Zamani, Alexander Hauptmann, Michael Bendersky
2024 J jnl
Online and Offline Evaluation in Search Clarification.
CoRR
Leila Tavakoli, Johanne R. Trippas, Hamed Zamani, Falk Scholer, Mark Sanderson
2024 A* conf
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation.
SIGIR
Alireza Salemi, Surya Kallumadi, Hamed Zamani
2024 J jnl
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation.
CoRR
Alireza Salemi, Surya Kallumadi, Hamed Zamani
2024 J jnl
Personalization of Large Language Models: A Survey.
CoRR
Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang
2024 A* conf
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding.
SIGIR
Hansi Zeng, Chen Luo, Hamed Zamani
2024 J jnl
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding.
CoRR
Hansi Zeng, Chen Luo, Hamed Zamani
2024 A* conf
ProCIS: A Benchmark for Proactive Retrieval in Conversations.
SIGIR
Chris Samarinas, Hamed Zamani
2024 J jnl
ProCIS: A Benchmark for Proactive Retrieval in Conversations.
CoRR
Chris Samarinas, Hamed Zamani
2024 — conf
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities.
SIGIR-AP
Fernando Diaz, Andrew Drozdov, To Eun Kim, Alireza Salemi, Hamed Zamani
2024 J jnl
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities.
CoRR
To Eun Kim, Alireza Salemi, Andrew Drozdov, Fernando Diaz, Hamed Zamani
2024 A* conf
Scalable and Effective Generative Information Retrieval.
WWW
Hansi Zeng, Chen Luo, Bowen Jin, Sheikh Muhammad Sarwar, Tianxin Wei, Hamed Zamani
2024 J jnl
Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models.
CoRR
Chris Samarinas, Pracha Promthaw, Atharva Nijasure, Hansi Zeng, Julian Killingback, Hamed Zamani
2024 J jnl
Special Issue on Conversational Information Seeking.
ACM Trans. Web
Wenqiang Lei, Richang Hong, Hamed Zamani, Pawel Budzianowski, Vanessa Murdock, Emine Yilmaz
2024 A* conf
Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization.
SIGIR
Hamed Zamani, Michael Bendersky
2024 J jnl
Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization.
CoRR
Hamed Zamani, Michael Bendersky
2024 A conf
The 3rd International Workshop on Interactive and Scalable Information Retrieval Methods for eCommerce (ISIR-eCom 2024).
WSDM
Vachik S. Dave, Linsey Pang, Xiquan Cui, Chen Luo, Hamed Zamani, Lingfei Wu, George Karypis
2024 A* conf
The Second Workshop on Large Language Models for Individuals, Groups, and Society.
SIGIR
Michael Bendersky, Cheng Li, Qiaozhu Mei, Vanessa Murdock, Jie Tang, Hongning Wang, Hamed Zamani, Mingyang Zhang, Xingjian Zhang
2024 A* conf
Third Workshop on Personalization and Recommendations in Search (PaRiS).
SIGIR
Sudarshan Lamkhede, Hamed Zamani, Moumita Bhattacharya, Hongning Wang
2024 A* conf
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models.
SIGIR
Alireza Salemi, Hamed Zamani
2024 J jnl
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models.
CoRR
Alireza Salemi, Hamed Zamani
2024 — conf
Understanding Modality Preferences in Search Clarification.
MMSR@CIKM
Leila Tavakoli, Giovanni Castiglia, Federica Calò, Yashar Deldjoo, Hamed Zamani, Johanne R. Trippas
2024 J jnl
Understanding Modality Preferences in Search Clarification.
CoRR
Leila Tavakoli, Giovanni Castiglia, Federica Calò, Yashar Deldjoo, Hamed Zamani, Johanne R. Trippas
2024 A conf
WSDM 2024 Workshop on Large Language Models for Individuals, Groups, and Society.
WSDM
Michael Bendersky, Cheng Li, Qiaozhu Mei, Vanessa Murdock, Jie Tang, Hongning Wang, Hamed Zamani, Mingyang Zhang
2023 A* conf
A Personalized Dense Retrieval Framework for Unified Information Access.
SIGIR
Hansi Zeng, Surya Kallumadi, Zaid Alibadi, Rodrigo Nogueira, Hamed Zamani
2023 J jnl
A Personalized Dense Retrieval Framework for Unified Information Access.
CoRR
Hansi Zeng, Surya Kallumadi, Zaid Alibadi, Rodrigo Nogueira, Hamed Zamani
2023 A* conf
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering.
SIGIR
Alireza Salemi, Juan Altmayer Pizzorno, Hamed Zamani
2023 J jnl
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering.
CoRR
Alireza Salemi, Juan Altmayer Pizzorno, Hamed Zamani
2023 J jnl
Conversational Information Seeking.
Found. Trends Inf. Retr.
Hamed Zamani, Johanne R. Trippas, Jeff Dalton, Filip Radlinski
2023 J jnl
Editable User Profiles for Controllable Text Recommendation.
CoRR
Sheshera Mysore, Mahmood Jasim, Andrew McCallum, Hamed Zamani
2023 A* conf
Editable User Profiles for Controllable Text Recommendations.
SIGIR
Sheshera Mysore, Mahmood Jasim, Andrew McCallum, Hamed Zamani
2023 A* conf
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation.
SIGIR
Sebastian Hofstätter, Jiecao Chen, Karthik Raman, Hamed Zamani
2023 J jnl
Generalized Weak Supervision for Neural Information Retrieval.
CoRR
Yen-Chieh Lien, Hamed Zamani, W. Bruce Croft
2023 J jnl
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification.
CoRR
Yaxin Zhu, Hamed Zamani
2023 J jnl
LaMP: When Large Language Models Meet Personalization.
CoRR
Alireza Salemi, Sheshera Mysore, Michael Bendersky, Hamed Zamani
2023 A conf
Large Language Model Augmented Narrative Driven Recommendations.
RecSys
Sheshera Mysore, Andrew McCallum, Hamed Zamani
2023 J jnl
Large Language Model Augmented Narrative Driven Recommendations.
CoRR
Sheshera Mysore, Andrew McCallum, Hamed Zamani
2023 A* conf
Learning List-Level Domain-Invariant Representations for Ranking.
NeurIPS
Ruicheng Xian, Honglei Zhuang, Zhen Qin, Hamed Zamani, Jing Lu, Ji Ma, Kai Hui, Han Zhao, Xuanhui Wang, Michael Bendersky
2023 A* conf
Multivariate Representation Learning for Information Retrieval.
SIGIR
Hamed Zamani, Michael Bendersky
2023 J jnl
Multivariate Representation Learning for Information Retrieval.
CoRR
Hamed Zamani, Michael Bendersky
2023 Misc conf
Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering.
ICTIR
Alireza Salemi, Mahta Rafiee, Hamed Zamani
2023 J jnl
Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering.
CoRR
Alireza Salemi, Mahta Rafiee, Hamed Zamani
2023 A* conf
SIGIR 2023 Workshop on Retrieval Enhanced Machine Learning (REML @ SIGIR 2023).
SIGIR
Michael Bendersky, Danqi Chen, Fernando Diaz, Hamed Zamani
2023 J jnl
Scalable and Effective Generative Information Retrieval.
CoRR
Hansi Zeng, Chen Luo, Bowen Jin, Sheikh Muhammad Sarwar, Tianxin Wei, Hamed Zamani
2023 A* conf
Soft Prompt Decoding for Multilingual Dense Retrieval.
SIGIR
Zhiqi Huang, Hansi Zeng, Hamed Zamani, James Allan
2023 J jnl
Soft Prompt Decoding for Multilingual Dense Retrieval.
CoRR
Zhiqi Huang, Hansi Zeng, Hamed Zamani, James Allan
2023 — conf
The 2nd Workshop on Interactive and Scalable Information Retrieval Methods for eCommerce (ISIR-eCom).
WWW (Companion Volume)
Vachik S. Dave, Linsey Pang, Xiquan Cui, Lingfei Wu, Hamed Zamani, George Karypis
2023 — conf
Tutorials at The Web Conference 2023.
WWW (Companion Volume)
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 R. 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
2022 J jnl
Analyzing clarification in asynchronous information-seeking conversations.
J. Assoc. Inf. Sci. Technol.
Leila Tavakoli, Hamed Zamani, Falk Scholer, William Bruce Croft, Mark Sanderson
2022 J jnl
Are We There Yet? A Decision Framework for Replacing Term Based Retrieval with Dense Retrieval Systems.
CoRR
Sebastian Hofstätter, Nick Craswell, Bhaskar Mitra, Hamed Zamani, Allan Hanbury
2022 J jnl
Conversational Information Seeking.
CoRR
Hamed Zamani, Johanne R. Trippas, Jeff Dalton, Filip Radlinski
2022 A* conf
Conversational Information Seeking: Theory and Application.
SIGIR
Jeffrey Dalton, Sophie Fischer, Paul Owoicho, Filip Radlinski, Federico Rossetto, Johanne R. Trippas, Hamed Zamani
2022 A* conf
Curriculum Learning for Dense Retrieval Distillation.
SIGIR
Hansi Zeng, Hamed Zamani, Vishwa Vinay
2022 J jnl
Curriculum Learning for Dense Retrieval Distillation.
CoRR
Hansi Zeng, Hamed Zamani, Vishwa Vinay
2022 — conf
DISAPERE: A Dataset for Discourse Structure in Peer Review Discussions.
NAACL-HLT
Neha Nayak Kennard, Tim O'Gorman, Rajarshi Das, Akshay Sharma, Chhandak Bagchi, Matthew Clinton, Pranay Kumar Yelugam, Hamed Zamani, Andrew McCallum
2022 J jnl
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation.
CoRR
Sebastian Hofstätter, Jiecao Chen, Karthik Raman, Hamed Zamani
2022 J jnl
Learning List-Level Domain-Invariant Representations for Ranking.
CoRR
Ruicheng Xian, Honglei Zhuang, Zhen Qin, Hamed Zamani, Jing Lu, Ji Ma, Kai Hui, Han Zhao, Xuanhui Wang, Michael Bendersky
2022 A* conf
MIMICS-Duo: Offline & Online Evaluation of Search Clarification.
SIGIR
Leila Tavakoli, Johanne R. Trippas, Hamed Zamani, Falk Scholer, Mark Sanderson
2022 J jnl
MIMICS-Duo: Offline & Online Evaluation of Search Clarification.
CoRR
Leila Tavakoli, Johanne R. Trippas, Hamed Zamani, Falk Scholer, Mark Sanderson
2022 J jnl
Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling.
CoRR
Sebastian Hofstätter, Jiecao Chen, Karthik Raman, Hamed Zamani
2022 A* conf
Predicting Prerequisite Relations for Unseen Concepts.
EMNLP
Yaxin Zhu, Hamed Zamani
2022 A* conf
Retrieval-Enhanced Machine Learning.
SIGIR
Hamed Zamani, Fernando Diaz, Mostafa Dehghani, Donald Metzler, Michael Bendersky
2022 J jnl
Retrieval-Enhanced Machine Learning.
CoRR
Hamed Zamani, Fernando Diaz, Mostafa Dehghani, Donald Metzler, Michael Bendersky
2022 Misc conf
Revisiting Open Domain Query Facet Extraction and Generation.
ICTIR
Chris Samarinas, Arkin Dharawat, Hamed Zamani
2022 A conf
Stochastic Optimization of Text Set Generation for Learning Multiple Query Intent Representations.
CIKM
Helia Hashemi, Hamed Zamani, W. Bruce Croft
2022 Misc conf
Stochastic Retrieval-Conditioned Reranking.
ICTIR
Hamed Zamani, Michael Bendersky, Donald Metzler, Honglei Zhuang, Xuanhui Wang
2022 — conf
Towards Mixed-Initiative Conversational Information Seeking.
CIKM Workshops
Hamed Zamani
2022 — conf
You can't pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM.
EMNLP (Findings)
Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer
2022 J jnl
You can't pick your neighbors, or can you? When and how to rely on retrieval in the kNN-LM.
CoRR
Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer
2021 J jnl
A Dataset for Discourse Structure in Peer Review Discussions.
CoRR
Neha Nayak Kennard, Tim O'Gorman, Akshay Sharma, Chhandak Bagchi, Matthew Clinton, Pranay Kumar Yelugam, Rajarshi Das, Hamed Zamani, Andrew McCallum
2021 J jnl
A flexible framework for evaluating user and item fairness in recommender systems.
User Model. User Adapt. Interact.
Yashar Deldjoo, Vito Walter Anelli, Hamed Zamani, Alejandro Bellogín, Tommaso Di Noia
2021 A conf
Analysing Mixed Initiatives and Search Strategies during Conversational Search.
CIKM
Mohammad Aliannejadi, Leif Azzopardi, Hamed Zamani, Evangelos Kanoulas, Paul Thomas, Nick Craswell
2021 J jnl
Analysing Mixed Initiatives and Search Strategies during Conversational Search.
CoRR
Mohammad Aliannejadi, Leif Azzopardi, Hamed Zamani, Evangelos Kanoulas, Paul Thomas, Nick Craswell
2021 — conf
CSFCube - A Test Collection of Computer Science Research Articles for Faceted Query by Example.
NeurIPS Datasets and Benchmarks
Sheshera Mysore, Tim O'Gorman, Andrew McCallum, Hamed Zamani
2021 J jnl
CSFCube - A Test Collection of Computer Science Research Articles for Faceted Query by Example.
CoRR
Sheshera Mysore, Tim O'Gorman, Andrew McCallum, Hamed Zamani
2021 J jnl
Context-Aware Target Apps Selection and Recommendation for Enhancing Personal Mobile Assistants.
CoRR
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, W. Bruce Croft
2021 J jnl
Context-aware Target Apps Selection and Recommendation for Enhancing Personal Mobile Assistants.
ACM Trans. Inf. Syst.
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, W. Bruce Croft
2021 J jnl
Conversational Search and Recommendation: Introduction to the Special Issue.
ACM Trans. Inf. Syst.
Claudia Hauff, Julia Kiseleva, Mark Sanderson, Hamed Zamani, Yongfeng Zhang
2021 A* conf
Current Challenges and Future Directions in Podcast Information Access.
SIGIR
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
2021 J jnl
Current Challenges and Future Directions in Podcast Information Access.
CoRR
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
2021 J jnl
Explaining Documents' Relevance to Search Queries.
CoRR
Razieh Rahimi, Youngwoo Kim, Hamed Zamani, James Allan
2021 A* conf
Generalizing Discriminative Retrieval Models using Generative Tasks.
WWW
Binsheng Liu, Hamed Zamani, Xiaolu Lu, J. Shane Culpepper
2021 A* conf
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence.
SIGIR
Bhaskar Mitra, Sebastian Hofstätter, Hamed Zamani, Nick Craswell
2021 J jnl
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence.
CoRR
Bhaskar Mitra, Sebastian Hofstätter, Hamed Zamani, Nick Craswell
2021 A* conf
Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking.
SIGIR
Sebastian Hofstätter, Bhaskar Mitra, Hamed Zamani, Nick Craswell, Allan Hanbury
2021 J jnl
Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking.
CoRR
Sebastian Hofstätter, Bhaskar Mitra, Hamed Zamani, Nick Craswell, Allan Hanbury
2021 A conf
Learning Multiple Intent Representations for Search Queries.
CIKM
Helia Hashemi, Hamed Zamani, W. Bruce Croft
2021 A* conf
Learning Robust Dense Retrieval Models from Incomplete Relevance Labels.
SIGIR
Prafull Prakash, Julian Killingback, Hamed Zamani
2021 A* conf
Passage Retrieval for Outside-Knowledge Visual Question Answering.
SIGIR
Chen Qu, Hamed Zamani, Liu Yang, W. Bruce Croft, Erik G. Learned-Miller
2021 J jnl
Passage Retrieval for Outside-Knowledge Visual Question Answering.
CoRR
Chen Qu, Hamed Zamani, Liu Yang, W. Bruce Croft, Erik G. Learned-Miller
2021 Misc conf
Session details: Session 2B - Conversational Search.
ICTIR
Hamed Zamani
2021 B conf
Tip of the Tongue Known-Item Retrieval: A Case Study in Movie Identification.
CHIIR
Jaime Arguello, Adam Ferguson, Emery Fine, Bhaskar Mitra, Hamed Zamani, Fernando Diaz
2021 J jnl
Tip of the Tongue Known-Item Retrieval: A Case Study in Movie Identification.
CoRR
Jaime Arguello, Adam Ferguson, Emery Fine, Bhaskar Mitra, Hamed Zamani, Fernando Diaz
2021 A* conf
Towards Multi-Modal Conversational Information Seeking.
SIGIR
Yashar Deldjoo, Johanne R. Trippas, Hamed Zamani
2021 — conf
Towards System-Initiative Conversational Information Seeking.
DESIRES
Somin Wadhwa, Hamed Zamani
2020 J jnl
A Deep Look into neural ranking models for information retrieval.
Inf. Process. Manag.
Jiafeng Guo, Yixing Fan, Liang Pang, Liu Yang, Qingyao Ai, Hamed Zamani, Chen Wu, W. Bruce Croft, Xueqi Cheng
2020 A* conf
A Reinforcement Learning Framework for Relevance Feedback.
SIGIR
Ali Montazeralghaem, Hamed Zamani, James Allan
2020 — conf
ANTIQUE: A Non-factoid Question Answering Benchmark.
ECIR (2)
Helia Hashemi, Mohammad Aliannejadi, Hamed Zamani, W. Bruce Croft
2020 A* conf
Analyzing and Learning from User Interactions for Search Clarification.
SIGIR
Hamed Zamani, Bhaskar Mitra, Everest Chen, Gord Lueck, Fernando Diaz, Paul N. Bennett, Nick Craswell, Susan T. Dumais
2020 J jnl
Analyzing and Learning from User Interactions for Search Clarification.
CoRR
Hamed Zamani, Bhaskar Mitra, Everest Chen, Gord Lueck, Fernando Diaz, Paul N. Bennett, Nick Craswell, Susan T. Dumais
2020 J jnl
Common Conversational Community Prototype: Scholarly Conversational Assistant.
CoRR
Krisztian Balog, Lucie Flekova, Matthias Hagen, Rosie Jones, Martin Potthast, Filip Radlinski, Mark Sanderson, Svitlana Vakulenko, Hamed Zamani
2020 — conf
Conformer-Kernel with Query Term Independence at TREC 2020 Deep Learning Track.
TREC
Bhaskar Mitra, Sebastian Hofstätter, Hamed Zamani, Nick Craswell
2020 J jnl
Conformer-Kernel with Query Term Independence at TREC 2020 Deep Learning Track.
CoRR
Bhaskar Mitra, Sebastian Hofstätter, Hamed Zamani, Nick Craswell
2020 J jnl
Conformer-Kernel with Query Term Independence for Document Retrieval.
CoRR
Bhaskar Mitra, Sebastian Hofstätter, Hamed Zamani, Nick Craswell
2020 A* conf
Generating Clarifying Questions for Information Retrieval.
WWW
Hamed Zamani, Susan T. Dumais, Nick Craswell, Paul N. Bennett, Gord Lueck
2020 A* conf
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search.
SIGIR
Helia Hashemi, Hamed Zamani, W. Bruce Croft
2020 J jnl
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search.
CoRR
Helia Hashemi, Hamed Zamani, W. Bruce Croft
2020 A conf
Learning a Joint Search and Recommendation Model from User-Item Interactions.
WSDM
Hamed Zamani, W. Bruce Croft
2020 A* conf
Local Self-Attention over Long Text for Efficient Document Retrieval.
SIGIR
Sebastian Hofstätter, Hamed Zamani, Bhaskar Mitra, Nick Craswell, Allan Hanbury
2020 J jnl
Local Self-Attention over Long Text for Efficient Document Retrieval.
CoRR
Sebastian Hofstätter, Hamed Zamani, Bhaskar Mitra, Nick Craswell, Allan Hanbury
2020 A conf
MIMICS: A Large-Scale Data Collection for Search Clarification.
CIKM
Hamed Zamani, Gord Lueck, Everest Chen, Rodolfo Quispe, Flint Luu, Nick Craswell
2020 J jnl
MIMICS: A Large-Scale Data Collection for Search Clarification.
CoRR
Hamed Zamani, Gord Lueck, Everest Chen, Rodolfo Quispe, Flint Luu, Nick Craswell
2020 A* conf
Macaw: An Extensible Conversational Information Seeking Platform.
SIGIR
Hamed Zamani, Nick Craswell
2020 A* conf
Recipe Retrieval with Visual Query of Ingredients.
SIGIR
Yen-Chieh Lien, Hamed Zamani, W. Bruce Croft
2019 J jnl
A Deep Look into Neural Ranking Models for Information Retrieval.
CoRR
Jiafeng Guo, Yixing Fan, Liang Pang, Liu Yang, Qingyao Ai, Hamed Zamani, Chen Wu, W. Bruce Croft, Xueqi Cheng
2019 J jnl
ANTIQUE: A Non-Factoid Question Answering Benchmark.
CoRR
Helia Hashemi, Mohammad Aliannejadi, Hamed Zamani, W. Bruce Croft
2019 J jnl
An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for Automatic Music Playlist Continuation.
ACM Trans. Intell. Syst. Technol.
Hamed Zamani, Markus Schedl, Paul Lamere, Ching-Wei Chen
2019 A* conf
Analyzing and Predicting News Popularity in an Instant Messaging Service.
SIGIR
Mohammad Naseri, Hamed Zamani
2019 A* conf
Asking Clarifying Questions in Open-Domain Information-Seeking Conversations.
SIGIR
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, W. Bruce Croft
2019 J jnl
Asking Clarifying Questions in Open-Domain Information-Seeking Conversations.
CoRR
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, W. Bruce Croft
2019 J jnl
Investigating the Successes and Failures of BERT for Passage Re-Ranking.
CoRR
Harshith Padigela, Hamed Zamani, W. Bruce Croft
2019 J jnl
Macaw: An Extensible Conversational Information Seeking Platform.
CoRR
Hamed Zamani, Nick Craswell
2019 — conf
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering.
MRQA@EMNLP
Rajarshi Das, Ameya Godbole, Dilip Kavarthapu, Zhiyu Gong, Abhishek Singhal, Mo Yu, Xiaoxiao Guo, Tian Gao, Hamed Zamani, Manzil Zaheer, Andrew McCallum
2019 J jnl
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering.
CoRR
Ameya Godbole, Dilip Kavarthapu, Rajarshi Das, Zhiyu Gong, Abhishek Singhal, Hamed Zamani, Mo Yu, Tian Gao, Xiaoxiao Guo, Manzil Zaheer, Andrew McCallum
2019 J jnl
Neural models for information retrieval without labeled data.
SIGIR Forum
Hamed Zamani
2019 Misc conf
Performance Prediction for Non-Factoid Question Answering.
ICTIR
Helia Hashemi, Hamed Zamani, W. Bruce Croft
2019 — conf
Recommender Systems Fairness Evaluation via Generalized Cross Entropy.
RMSE@RecSys
Yashar Deldjoo, Vito Walter Anelli, Hamed Zamani, Alejandro Bellogín Kouki, Tommaso Di Noia
2019 J jnl
Recommender Systems Fairness Evaluation via Generalized Cross Entropy.
CoRR
Yashar Deldjoo, Vito Walter Anelli, Hamed Zamani, Alejandro Bellogín, Tommaso Di Noia
2018 J jnl
A language model-based framework for multi-publisher content-based recommender systems.
Inf. Retr. J.
Hamed Zamani, Azadeh Shakery
2018 J jnl
An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for Automatic Music Playlist Continuation.
CoRR
Hamed Zamani, Markus Schedl, Paul Lamere, Ching-Wei Chen
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
Current challenges and visions in music recommender systems research.
Int. J. Multim. Inf. Retr.
Markus Schedl, Hamed Zamani, Ching-Wei Chen, Yashar Deldjoo, Mehdi Elahi
2018 A conf
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted Indexing.
CIKM
Hamed Zamani, Mostafa Dehghani, W. Bruce Croft, Erik G. Learned-Miller, Jaap Kamps
2018 A conf
In Situ and Context-Aware Target Apps Selection for Unified Mobile Search.
CIKM
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, W. Bruce Croft
2018 — conf
Joint Modeling and Optimization of Search and Recommendation.
DESIRES
Hamed Zamani, W. Bruce Croft
2018 J jnl
Joint Modeling and Optimization of Search and Recommendation.
CoRR
Hamed Zamani, W. Bruce Croft
2018 A* conf
Neural Query Performance Prediction using Weak Supervision from Multiple Signals.
SIGIR
Hamed Zamani, W. Bruce Croft, J. Shane Culpepper
2018 A conf
Neural Ranking Models with Multiple Document Fields.
WSDM
Hamed Zamani, Bhaskar Mitra, Xia Song, Nick Craswell, Saurabh Tiwary
2018 Misc conf
On the Theory of Weak Supervision for Information Retrieval.
ICTIR
Hamed Zamani, W. Bruce Croft
2018 J jnl
PERSON: Personalized information retrieval evaluation based on citation networks.
Inf. Process. Manag.
Shayan A. Tabrizi, Azadeh Shakery, Hamed Zamani, Mohammad Ali Tavallaei
2018 A conf
Recsys challenge 2018: automatic music playlist continuation.
RecSys
Ching-Wei Chen, Paul Lamere, Markus Schedl, Hamed Zamani
2018 A* conf
SIGIR 2018 Workshop on Learning from Limited or Noisy Data for Information Retrieval.
SIGIR
Hamed Zamani, Mostafa Dehghani, Fernando Diaz, Hang Li, Nick Craswell
2018 A* conf
Target Apps Selection: Towards a Unified Search Framework for Mobile Devices.
SIGIR
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, W. Bruce Croft
2018 J jnl
Target Apps Selection: Towards a Unified Search Framework for Mobile Devices.
CoRR
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, W. Bruce Croft
2018 A* conf
Theoretical Analysis of Interdependent Constraints in Pseudo-Relevance Feedback.
SIGIR
Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery
2018 J jnl
Towards Theoretical Understanding of Weak Supervision for Information Retrieval.
CoRR
Hamed Zamani, W. Bruce Croft
2018 A conf
Towards a Unified Supervised Approach for Ranking Triples of Type-Like Relations.
ECIR
Mahsa S. Shahshahani, Faegheh Hasibi, Hamed Zamani, Azadeh Shakery
2018 A* conf
Universal Approximation Functions for Fast Learning to Rank: Replacing Expensive Regression Forests with Simple Feed-Forward Networks.
SIGIR
Daniel Cohen, John Foley, Hamed Zamani, James Allan, W. Bruce Croft
2017 A conf
A Semantic-Aware Profile Updating Model for Text Recommendation.
RecSys
Hossein Rahmatizadeh Zagheli, Hamed Zamani, Azadeh Shakery
2017 J jnl
ACM SIGIR Student Liaison Program.
SIGIR Forum
Mohammad Aliannejadi, Maram Hasanain, Jiaxin Mao, Jaspreet Singh, Johanne R. Trippas, Hamed Zamani, Laura Dietz
2017 J jnl
An expectation-maximization algorithm for query translation based on pseudo-relevant documents.
Inf. Process. Manag.
Javid Dadashkarimi, Azadeh Shakery, Heshaam Faili, Hamed Zamani
2017 J jnl
Current Challenges and Visions in Music Recommender Systems Research.
CoRR
Markus Schedl, Hamed Zamani, Ching-Wei Chen, Yashar Deldjoo, Mehdi Elahi
2017 A* conf
Improving Retrieval Performance for Verbose Queries via Axiomatic Analysis of Term Discrimination Heuristic.
SIGIR
Mozhdeh Ariannezhad, Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery
2017 A conf
Iterative Estimation of Document Relevance Score for Pseudo-Relevance Feedback.
ECIR
Mozhdeh Ariannezhad, Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery
2017 J jnl
Neural Matching Models for Question Retrieval and Next Question Prediction in Conversation.
CoRR
Liu Yang, Hamed Zamani, Yongfeng Zhang, Jiafeng Guo, W. Bruce Croft
2017 J jnl
Neural Ranking Models with Multiple Document Fields.
CoRR
Hamed Zamani, Bhaskar Mitra, Xia Song, Nick Craswell, Saurabh Tiwary
2017 A* conf
Neural Ranking Models with Weak Supervision.
SIGIR
Mostafa Dehghani, Hamed Zamani, Aliaksei Severyn, Jaap Kamps, W. Bruce Croft
2017 J jnl
Neural Ranking Models with Weak Supervision.
CoRR
Mostafa Dehghani, Hamed Zamani, Aliaksei Severyn, Jaap Kamps, W. Bruce Croft
2017 A* conf
Relevance-based Word Embedding.
SIGIR
Hamed Zamani, W. Bruce Croft
2017 J jnl
Relevance-based Word Embedding.
CoRR
Hamed Zamani, W. Bruce Croft
2017 A* conf
Situational Context for Ranking in Personal Search.
WWW
Hamed Zamani, Michael Bendersky, Xuanhui Wang, Mingyang Zhang
2017 A* conf
Term Proximity Constraints for Pseudo-Relevance Feedback.
SIGIR
Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery
2017 — conf
UMass at TREC 2017 Common Core Track.
TREC
Qingyao Ai, Hamed Zamani, Stephen M. Harding, Shahrzad Naseri, James Allan, W. Bruce Croft
2017 A* conf
Word Embedding Causes Topic Shifting; Exploit Global Context!
SIGIR
Navid Rekabsaz, Mihai Lupu, Allan Hanbury, Hamed Zamani
2016 A* conf
Axiomatic Analysis for Improving the Log-Logistic Feedback Model.
SIGIR
Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery
2016 A conf
Cross Domain User Engagement Evaluation.
ECIR
Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery
2016 Misc conf
Embedding-based Query Language Models.
ICTIR
Hamed Zamani, W. Bruce Croft
2016 Misc conf
Estimating Embedding Vectors for Queries.
ICTIR
Hamed Zamani, W. Bruce Croft
2016 A conf
Pseudo-Relevance Feedback Based on Matrix Factorization.
CIKM
Hamed Zamani, Javid Dadashkarimi, Azadeh Shakery, W. Bruce Croft
2016 J jnl
Sentence alignment using local and global information.
Comput. Speech Lang.
Hamed Zamani, Heshaam Faili, Azadeh Shakery
2015 A* conf
Adaptive User Engagement Evaluation via Multi-task Learning.
SIGIR
Hamed Zamani, Pooya Moradi, Azadeh Shakery
2015 — conf
Multitask Learning for Adaptive Quality Estimation of Automatically Transcribed Utterances.
HLT-NAACL
José G. C. de Souza, Hamed Zamani, Matteo Negri, Marco Turchi, Daniele Falavigna
2015 J jnl
Regression and Learning to Rank Aggregation for User Engagement Evaluation.
CoRR
Hamed Zamani, Azadeh Shakery, Pooya Moradi
2014 — conf
Authorship Identification Using Dynamic Selection of Features from Probabilistic Feature Set.
CLEF
Hamed Zamani, Hossein Nasr Esfahani, Pariya Babaie, Samira Abnar, Mostafa Dehghani, Azadeh Shakery
2014 — conf
Expanded N-Grams for Semantic Text Alignment Notebook for PAN at CLEF 2014.
CLEF (Working Notes)
Samira Abnar, Mostafa Dehghani, Hamed Zamani, Azadeh Shakery