| 2024 | EMNLP | "Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation. | Nandan Thakur, Luiz Bonifacio, Xinyu Zhang, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Boxing Chen, Mehdi Rezagholizadeh, Jimmy Lin |
| 2024 | SIGIR | Resources for Brewing BEIR: Reproducible Reference Models and Statistical Analyses. | Ehsan Kamalloo, Nandan Thakur, Carlos Lassance, Xueguang Ma, Jheng-Hong Yang, Jimmy Lin |
| 2024 | SIGIR | Towards Robust QA Evaluation via Open LLMs. | Ehsan Kamalloo, Shivani Upadhyay, Jimmy Lin |
| 2024 | SIGIR | Systematic Evaluation of Neural Retrieval Models on the Touch 2020 Argument Retrieval Subset of BEIR. | Nandan Thakur, Luiz Bonifacio, Maik Frbe, Alexander Bondarenko, Ehsan Kamalloo, Martin Potthast, Matthias Hagen, Jimmy Lin |
| 2023 | ACL | Evaluating Open-Domain Question Answering in the Era of Large Language Models. | Ehsan Kamalloo, Nouha Dziri, Charles L. A. Clarke, Davood Rafiei |
| 2023 | ACL | Evaluating Embedding APIs for Information Retrieval. | Ehsan Kamalloo, Xinyu Zhang, Odunayo Ogundepo, Nandan Thakur, David Alfonso-Hermelo, Mehdi Rezagholizadeh, Jimmy Lin |
| 2023 | SIGIR | Limitations of Open-Domain Question Answering Benchmarks for Document-level Reasoning. | Ehsan Kamalloo, Charles L. A. Clarke, Davood Rafiei |
| 2022 | ACL | When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation. | Ehsan Kamalloo, Mehdi Rezagholizadeh, Ali Ghodsi |
| 2022 | CIKM | Probing the Robustness of Pre-trained Language Models for Entity Matching. | Mehdi Akbarian Rastaghi, Ehsan Kamalloo, Davood Rafiei |
| 2022 | SIGIR | Detecting Frozen Phrases in Open-Domain Question Answering. | Mostafa Yadegari, Ehsan Kamalloo, Davood Rafiei |
| 2021 | ACL | Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax. | Ehsan Kamalloo, Mehdi Rezagholizadeh, Peyman Passban, Ali Ghodsi |
| 2019 | NAACL | Evaluating Coherence in Dialogue Systems using Entailment. | Nouha Dziri, Ehsan Kamalloo, Kory W. Mathewson, Osmar R. Zaane |
| 2018 | WWW | A Coherent Unsupervised Model for Toponym Resolution. | Ehsan Kamalloo, Davood Rafiei |
| 2010 | CEC | An artificial immune system for extracting fuzzy rules in credit scoring. | Ehsan Kamalloo, Mohammad Saniee Abadeh |