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SimonLupart/README.md

πŸ‘‹ Welcome to Simon Lupart's GitHub!

I am a second-year PhD candidate in Information Retrieval (IR) at the University of Amsterdam (IRLab), working with Prof. Dr. Evangelos Kanoulas and Dr. Mohammad Aliannejadi. I worked previously for two years in NLP and IR at Naver Labs Europe, in the Search and Recommendation Team. I received my Master from Grenoble INP Ensimag after an Erasmus Exchange at the Imperial College London.

My research mainly focuses on IR and conversational AI, working on distribution shifts, adversarial training, Large Language Models (LLMs) and Retrieval Augmented Generation (RAG).

πŸ”₯ News

  • Apr. 2025: πŸŽ‰πŸŽ‰ Four papers are accepted at the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025).
  • Oct. 2024: πŸŽ‰πŸŽ‰ TREC iKAT 2024 Best performing team.

πŸ“ Publications

[SIGIR 2025] DiSCo: LLM Knowledge Distillation for Efficient Sparse Retrieval in Conversational Search [PDF] [code] (Full Paper)
The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval
Simon Lupart, Mohammad Aliannejadi, Evangelos Kanoulas

[SIGIR 2025] Conversational Gold: Evaluating Personalized Conversational Search System using Gold Nuggets [PDF] [code] (Resource Paper)
The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval
Zahra Abbasiantaeb, Simon Lupart (equal contribution), Leif Azzopardi, Jeffrey Dalton, Mohammad Aliannejadi

[SIGIR 2025] Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval [PDF] [code] (Full Paper)
The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval
Yongkang Li, Panagiotis Eustratiadis, Simon Lupart, Evangelos Kanoulas

[SIGIR 2025] Reproducing NevIR: Negation in Neural Information Retrieval [PDF] [code] (Reproducibility Paper)
The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval
Coen van den Elsen, Francien Barkhof, Thijmen Nijdam, Simon Lupart, Mohammad Aliannejadi

[ECIR 2024] On the Challenges of Differentiable Search Index in Conversational IR [PDF] (Workshop Search Futures)
The 46th European Conference on Information Retrieval
Simon Lupart, Mohammad Aliannejadi, Evangelos Kanoulas

[ICTIR 2023] Towards Query Performance Prediction for Neural Information Retrieval: Challenges and Opportunities [PDF] (Full Paper)
The 9th ACM SIGIR / The 13th International Conference on the Theory of Information Retrieval
Guglielmo Faggioli, Thibault Formal, Simon Lupart, Stefano Marchesin, Stephane Clinchant, Nicola Ferro, Benjamin Piwowarski

[SIGIR 2023] Benchmarking Middle-Trained Language Models for Neural Search [PDF] (Short Paper)
The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval
HervΓ© DΓ©jean, Stephane Clinchant, Carlos Lassance, Simon Lupart, Thibault Formal

[SIGIR 2023] A Static Pruning Study on Sparse Neural Retrievers [PDF] (Short Paper)
The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval
Carlos Lassance, Simon Lupart, HervΓ© Dejean, Stephane Clinchant, Nicola Tonellotto

[ECIR 2023] MS-Shift: An Analysis of MS MARCO Distribution Shifts on Neural Retrieval [PDF] (Full Paper)
The 45th European Conference on Information Retrieval
Simon Lupart, Thibault Formal, Stephane Clinchant

[ECIR 2023] A Study on FGSM Adversarial Training for Neural Retrieval [PDF] (Short Paper)
The 45th European Conference on Information Retrieval
Simon Lupart, Stephane Clinchant

[AAAI 2022] Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic [PDF] (Workshop SDU@AAAI22)
The 36th Annual AAAI Conference on Artificial Intelligence
Simon Lupart, Benoit Favre, Vassilina Nikoulina, Salah Ait-Mokhtar

πŸ”¬ Industry Research Work

  • (18 months) Nov. 2021 - Jun. 2023, Naver Labs Europe

πŸŽ“ Education

  • October 2023 - Present, Ph.D. in Artificial Intelligence, University of Amsterdam (UvA), The Netherlands
  • Sept. 2020 – April 2021, Erasmus Exchange, Imperial College London (Computing Dpt.), London, UK
  • Sept. 2018 – July 2021, Master of Engineering, ENSIMAG (Computing/Math Eng. School), Grenoble, France

πŸ“– Academic Service

  • Reviewer: SIGIR 2025
  • TREC Track Coordinators: Part of the Organizers of TREC iKAT 2024 and TREC iKAT 2025 [website]
  • Volunteer during the 15th European Summer School on Information Retrieval (ESSIR'24). Organization of the Hackathon on the Conversational Search task [github]

πŸ“« Contact Me

Pinned Loading

  1. disco-conv-splade disco-conv-splade Public

    DiSCo for Conversational Information Seeking with SPLADE [SIGIR 2025]

    Python 4

  2. essir24-convsearch essir24-convsearch Public

    Python 2

  3. naver/splade naver/splade Public

    SPLADE: sparse neural search (SIGIR21, SIGIR22)

    Python 845 91

  4. ikat-2024-baseline ikat-2024-baseline Public

    Python 1

  5. naver/ms-marco-shift naver/ms-marco-shift Public

    A Fine-Grained Analysis of Distribution Shifts in MSMARCO (MS-Shift). Evaluation benchmark on three types of distribution shifts, all conditioned on MSMARCO queries.

    Jupyter Notebook 5

  6. irlabamsterdam/CONE-RAG irlabamsterdam/CONE-RAG Public

    The repository contains the resources proposed for Conversational Nugget-based Evaluation for RAG.

    HTML 2

0