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Hi! I am a PhD student in the David R. Cheriton School of Computer Science at the University of Waterloo, advised by Jimmy Lin. I am an Apple PhD Fellow. During my PhD, I've also had the chance to work at Google and Apple. Previously, I completed my undergraduate studies at the University of Waterloo, where I majored in Computer Science and Combinatorics and Optimization. During my undergrad, I've had the chance to intern at Quebec Artificial Intelligence Institute (Mila), ContextLogic, and RBC Research. I am actively looking for internships in Fall 2024. |
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My research interests lie at the intersection of Information Retrieval and Natural Language Processing. More specifically, I'm interested in tasks such as Open Domain Question Answering, Fact Verification, and Document Ranking. In recent months, I have also been investigating the memory component of Large Language Models and the interplay between the inherent reasoning and memory modules, entangled in a single LLM or otherwise. I look forward to contributing to the next generation of reasoners capable of working with a constantly evolving ocean of both structured and unstructured data. Some of my earlier work explores how to build neural search systems that promote correct and reliable information and work well in low-resource domains such as biomedical texts. |
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- Feb 2023: Organizing the (TREC RAG 2024 Track! Do submit your systems :)
- Dec 2023: We introduced RankZephyr which garnered great community engagement ([1] & [2])!
- Dec 2023: I'm excited to visit Singapore for EMNLP 2023 to present our work "How Does Generative Retrieval Scale to Millions of Passages?"
- Nov 2023: I will be leading the TREC 2024 Retrieval-Augmented Generation Track! More information coming soon!
- Sep 2023: We introduced RankVicuna, the first zero-shot listwise reranker that leverages open-source LLMs!
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Mofetoluwa Adeyemi, Akintunde Oladipo, Ronak Pradeep, Jimmy Lin Under Review for a Suitable Conference |
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Manveer Singh Tamber, Ronak Pradeep, Jimmy Lin Under Review for a Suitable Conference code / paper |
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Ronak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin Under Review for a Suitable Conference code / paper |
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Ronak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin Under Review for a Suitable Conference code / paper |
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Jimmy Lin, Ronak Pradeep, Tommaso Teofili, Jasper Xian WSDM 2024 Demo |
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Ronak Pradeep, Jimmy Lin Under Review for a Suitable Conference |
Ronak Pradeep, Kai Hui, Jai Gupta, Adam D Lelkes, Honglei Zhuang, Jimmy Lin, Donald Metzler, Vinh Q Tran EMNLP 2023, SIGIR 2023 GenIR Workshop |
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Dake Zhang, Ronak Pradeep arXiv |
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Xueguang Ma, Xinyu Zhang, Ronak Pradeep, Jimmy Lin arXiv |
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Manveer Singh Tamber, Ronak Pradeep, Jimmy Lin ECIR 2023 Reproducibility |
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Ronak Pradeep, Haonan Chen, Lingwei Gu, Manveer Singh Tamber, Jimmy Lin ECIR 2023 Reproducibility |
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Ronak Pradeep, Yilin Li, Yuetong Wang, Jimmy Lin SIGIR 2022 |
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Xueguang Ma, Ronak Pradeep>, Rodrigo Nogueira, Jimmy Lin SIGIR 2022 Reproducibility |
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Xueguang Ma, Kai Sun, Ronak Pradeep, Minghan Li, Jimmy Lin ECIR 2022 Reproducibility code |
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Jimmy Lin, Haonen Chen, Chengcheng Hu, Sheng-Chieh Lin, Yilin Li, Xueguang Ma, Ronak Pradeep, Jheng-Hong Yang, Chuan-Ju Wang, Andrew Yates, Xinyu Zhang TREC 2021 Proceedings code |
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Ronak Pradeep, Xueguang Ma, Rodrigo Nogueira, Jimmy Lin SIGIR 2021 code / paper |
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Edwin Zhang, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Nogueira, Jimmy Lin SIGIR 2021 Demo code / paper |
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Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Nogueira SIGIR 2021 Resource code / paper |
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Justin Borromeo, Ronak Pradeep, Jimmy Lin TAC 2020 Proceedings Code and paper to be added. |
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Kelvin Jiang, Ronak Pradeep, Jimmy Lin ACL 2021 code / paper |
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Ronak Pradeep, Xueguang Ma, Xinyu Zhang, Hang Cui, Ruizhou Xu, Rodrigo Nogueira, Jimmy Lin TREC 2020 Proceedings code / paper |
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Ronak Pradeep, Xueguang Ma, Rodrigo Nogueira, Jimmy Lin LOUHI: EACL 2021 Workshop code / paper |
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Xueguang Ma, Kai Sun, Ronak Pradeep, Jimmy Lin Will be submitted to a suitable venue code / paper |
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Edwin Zhang, Nikhil Gupta, Raphael Tang, Xiao Han, Ronak Pradeep, Kuang Lu, Yue Zhang, Rodrigo Nogueira, Kyunghyun Cho, Hui Fang, Jimmy Lin Scholarly Document Processing: EMNLP 2020 Workshop code / paper / website |
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Ronak Pradeep, Rodrigo Nogueira, Jimmy Lin Will be submitted to a suitable venue code / paper |
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Rodrigo Nogueira, Zhiying Jiang, Ronak Pradeep, Jimmy Lin EMNLP 2020 Findings code / paper |
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Parsa Torabian, Ronak Pradeep, Jeff Orchard, Bryan Tripp CVIS 2020 paper |
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Thanks for making it to here :-) As a token of gratiude and since you asked nicely for it, I shall also introduce you to a few of my Spotify playlists. |
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And everything under the sun is in tune. A music dump of sorts. Updated regularly. |
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An allusion to the Beatles song. Curated by a younger me for a someone who stole my heart. Not updated anymore. |
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And what exactly is a dream of love? Here I take on Liszt and attempt to provide a longer answer to aid with my sleep. Updated semi-regularly. |
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