News
2026
- Pre-print: Fair-GPTQ: Bias-Aware Quantization for Large Language Models
- PhD defense: I defended my PhD thesis, “Towards an Unbiased Compression of Large Language Models”, on March 5, 2026 at the Université de Lyon, France. The manuscript will be available online soon !
2025
- Publications: Histoires Morales: A French Dataset for Assessing Moral Alignment (NAACL 2025 & TALN 2025), HatePrototypes: Interpretable and Transferable Representations for Implicit and Explicit Hate Speech Detection (LREC 2026)
- Talks: Biased Outcomes of Quantization: Debiasing Quantization and Pre-training of LLMs (FAMOUS Workshop, Jean Monnet University), Quantization of Language Models at Scale (Seminar, Hubert Curien Laboratory, Jean Monnet University), National French Reading Group on NLP, Compression-Induced Biases in Large Language Models (EALM Workshop@TALN25), Topological Data Analysis in NLP (Data Science and Statistics Laboratory, University of Brescia)
- Workshops & Winter schools: EALM Workshop at TALN on Evaluation and Analysis of Language Models (organising committee), Tutorials@Lyon NLP Connect, HPLT NLP Winter School on Multilingual Evaluation
2024
- I am organizing a joint event for PhD students in Lyon who are working in NLP. If you’re interested, you can sign up by completing this form. More details on the website: https://lyon-nlp-connect.github.io
- Publications: When Quantization Affects Confidence of Large Language Models? at NAACL
- Talks: Calibration of Quantized Large LanguageModels (Naver Labs Europe), National French Reading Group on NLP, Conférence sur l’Apprentissage automatique (CAp)
- Workshops & Winter schools: LoRAINNe workshop, Ethics and NLP Workshop, ALPS NLP School
2023
- Publications: 1 paper at IDA symposium, paper at BSNLP@EACL, and paper at BabyLM@CoNLL
- Talks: Seminar on recent advances in NLP and recent large language models (ERIC Lab, University of Lyon), French National Reading Group on Information Retrieval, Bias in Pruned Transformers (ERIC Lab, DMD research group, University of Lyon)
2022
- Publications: 1 paper at EMNLP 2022 (Part of master’s thesis)
- Research internship: Towards an Ethical Compression of Deep Learning Models (ERIC Lab, University of Lyon)
- Seminars: Bias in (compressed) language Models @ ANR Dike Day, Rule-based vs neural approaches for grammatical error correction (Learner Corpora Lab @ Higher School of Economics)
- Research collaborations: Grammatical error detection models (Learner Corpora Lab & JetBrains Grazie team), MGPR models with Prof. Hamed Rahimian (Clemson University, USA)