| 2026 | CHIIR | Do LLMs Understand Collaborative Signals? Diagnosis and Repair. | Shahrooz Pouryousef, Ali Montazeralghaem |
| 2023 | WWW | Algorithmic Vibe in Information Retrieval. | Ali Montazeralghaem, Nick Craswell, Ryen W. White, Ahmed Hassan Awadallah, Byungki Byun |
| 2022 | KDD | Extracting Relevant Information from User's Utterances in Conversational Search and Recommendation. | Ali Montazeralghaem, James Allan |
| 2022 | WSDM | Learning Relevant Questions for Conversational Product Search using Deep Reinforcement Learning. | Ali Montazeralghaem, James Allan |
| 2021 | ICTIR | Passage Similarity and Diversification in Non-factoid Question Answering. | Lakshmi Vikraman, Ali Montazeralghaem, Helia Hashemi, W. Bruce Croft, James Allan |
| 2021 | RecSys | Large-scale Interactive Conversational Recommendation System using Actor-Critic Framework. | Ali Montazeralghaem, James Allan, Philip S. Thomas |
| 2020 | ECIR | Relevance Ranking Based on Query-Aware Context Analysis. | Ali Montazeralghaem, Razieh Rahimi, James Allan |
| 2020 | ICTIR | Search Result Diversification with Guarantee of Topic Proportionality. | Sheikh Muhammad Sarwar, Raghavendra Addanki, Ali Montazeralghaem, Soumyabrata Pal, James Allan |
| 2020 | SIGIR | A Reinforcement Learning Framework for Relevance Feedback. | Ali Montazeralghaem, Hamed Zamani, James Allan |
| 2019 | ICTIR | Term Discrimination Value for Cross-Language Information Retrieval. | Ali Montazeralghaem, Razieh Rahimi, James Allan |
| 2019 | ICTIR | Listwise Neural Ranking Models. | Razieh Rahimi, Ali Montazeralghaem, James Allan |
| 2018 | SIGIR | Theoretical Analysis of Interdependent Constraints in Pseudo-Relevance Feedback. | Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery |
| 2017 | ECIR | Iterative Estimation of Document Relevance Score for Pseudo-Relevance Feedback. | Mozhdeh Ariannezhad, Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery |
| 2017 | SIGIR | Improving Retrieval Performance for Verbose Queries via Axiomatic Analysis of Term Discrimination Heuristic. | Mozhdeh Ariannezhad, Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery |
| 2017 | SIGIR | Term Proximity Constraints for Pseudo-Relevance Feedback. | Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery |
| 2016 | ECIR | Cross Domain User Engagement Evaluation. | Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery |
| 2016 | SIGIR | Axiomatic Analysis for Improving the Log-Logistic Feedback Model. | Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery |