Zhaochun Ren
z.ren@liacs.leidenuniv.nl
Snellius, Niels Bohrweg 1 2333 CA Leiden, the Netherlands
I’m now an Associate Professor at Leiden University, the Netherlands. I am interested in information retrieval and natural language processing, with an emphasis on conversational artificial intelligence, recommender systems, and social media analysis. I aim to develop intelligent agents that can address complex user requests and solve core challenges in NLP and IR towards that goal. I got my PhD from University of Amsterdam in 2016, supervised by Prof. Dr. Maarten de Rijke. Prior to that, I received my B.E and M.E from Shandong University in 2009 and 2012 respectively, and worked as a short-term visiting scholar in Max-Planck-Institut für Informatik, 2012.
Research interests
Information Retrieval:
- Recommender systems
- Conversational IR
- Generative retrieval
- Retrieval-argumented generation
Natural Language Processing:
- Dialogue systems
- Knowledge representation and distillation
Large Language Models:
- Trustworthy LLMs
- LLMs fine-tuning
- Tool learning and multi-agent with LLMs
News
Oct, 2023 | 2 papers have been accepted at WSDM 2024! |
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Oct, 2023 | 8 papers have been accepted at EMNLP 2023! |
Jan, 2023 | I serve as an associate editor of Information Processing & Management. |
Nov, 2022 | Two papers about reducing hallucination in dialogue system and debiased natural language understanding were accepted by AAAI’23. |
Oct, 2022 | One paper about user behavior leakage in recommender systems was accepted at TOIS. |