Simin Fan

17 papers A* 3Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Magic Correlations: Understanding Knowledge Transfer from Pretraining to Supervised Fine-Tuning.
CoRR
Simin Fan, Dimitris Paparas, Natasha F. Noy, Binbin Xiong, Noveen Sachdeva, Berivan Isik
2025 J jnl
GRAPE: Optimize Data Mixture for Group Robust Multi-target Adaptive Pretraining.
CoRR
Simin Fan, Maria Ios Glarou, Martin Jaggi
2025 J jnl
NeuralGrok: Accelerate Grokking by Neural Gradient Transformation.
CoRR
Xinyu Zhou, Simin Fan, Martin Jaggi, Jie Fu
2025 J jnl
Semantic uncertainty in advanced decoding methods for LLM generation.
CoRR
Darius Foodeei, Simin Fan, Martin Jaggi
2025 A* conf
Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling.
ICLR
David Grangier, Simin Fan, Skyler Seto, Pierre Ablin
2024 J jnl
Could ChatGPT get an Engineering Degree? Evaluating Higher Education Vulnerability to AI Assistants.
CoRR
Beatriz Borges, Negar Foroutan, Deniz Bayazit, Anna Sotnikova, Syrielle Montariol, Tanya Nazaretzky, Mohammadreza Banaei, Alireza Sakhaeirad, Philippe Servant, Seyed Parsa Neshaei, Jibril Frej, Angelika Romanou, Gail Weiss, Sepideh Mamooler, Zeming Chen, Simin Fan, Silin Gao, Mete Ismayilzada, Debjit Paul, Alexandre Schöpfer, Andrej Janchevski, Anja Tiede, Clarence Linden, Emanuele Troiani, Francesco Salvi, Freya Behrens, Giacomo Orsi, Giovanni Piccioli, Hadrien Sevel, Louis Coulon, Manuela Pineros-Rodriguez, Marin Bonnassies, Pierre Hellich, Puck van Gerwen, Sankalp Gambhir, Solal Pirelli, Thomas Blanchard, Timothée Callens, Toni Abi Aoun, Yannick Calvino Alonso, Yuri Cho, Alberto Silvio Chiappa, Antonio Sclocchi, Étienne Bruno, Florian Hofhammer, Gabriel Pescia, Geovani Rizk, Leello Dadi, Lucas Stoffl, Manoel Horta Ribeiro, Matthieu Bovel, Yueyang Pan, Aleksandra Radenovic, Alexandre Alahi, Alexander Mathis, Anne-Florence Bitbol, Boi Faltings, Cécile Hébert, Devis Tuia, François Maréchal, George Candea, Giuseppe Carleo, Jean-Cédric Chappelier, Nicolas Flammarion, Jean-Marie Fürbringer, Jean-Philippe Pellet, Karl Aberer, Lenka Zdeborová, Marcel Salathé, Martin Jaggi, Martin Rajman, Mathias Payer, Matthieu Wyart, Michael Gastpar, Michele Ceriotti, Ola Svensson, Olivier Lévêque, Paolo Ienne, Rachid Guerraoui, Robert West, Sanidhya Kashyap, Valerio Piazza, Viesturs Simanis, Viktor Kuncak, Volkan Cevher, Philippe Schwaller, Sacha Friedli, Patrick Jermann, Tanja Käser, Antoine Bosselut
2024 A* conf
DOGE: Domain Reweighting with Generalization Estimation.
ICML
Simin Fan, Matteo Pagliardini, Martin Jaggi
2024 J jnl
Deep Grokking: Would Deep Neural Networks Generalize Better?
CoRR
Simin Fan, Razvan Pascanu, Martin Jaggi
2024 J jnl
Dynamic Gradient Alignment for Online Data Mixing.
CoRR
Simin Fan, David Grangier, Pierre Ablin
2024 J jnl
HyperINF: Unleashing the HyperPower of the Schulz's Method for Data Influence Estimation.
CoRR
Xinyu Zhou, Simin Fan, Martin Jaggi
2024 J jnl
Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling.
CoRR
David Grangier, Simin Fan, Skyler Seto, Pierre Ablin
2023 J jnl
DoGE: Domain Reweighting with Generalization Estimation.
CoRR
Simin Fan, Matteo Pagliardini, Martin Jaggi
2023 J jnl
Irreducible Curriculum for Language Model Pretraining.
CoRR
Simin Fan, Martin Jaggi
2023 J jnl
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models.
CoRR
Zeming Chen, Alejandro Hernández-Cano, Angelika Romanou, Antoine Bonnet, Kyle Matoba, Francesco Salvi, Matteo Pagliardini, Simin Fan, Andreas Köpf, Amirkeivan Mohtashami, Alexandre Sallinen, Alireza Sakhaeirad, Vinitra Swamy, Igor Krawczuk, Deniz Bayazit, Axel Marmet, Syrielle Montariol, Mary-Anne Hartley, Martin Jaggi, Antoine Bosselut
2023 A* conf
ReadingQuizMaker: A Human-NLP Collaborative System that Supports Instructors to Design High-Quality Reading Quiz Questions.
CHI
Xinyi Lu, Simin Fan, Jessica Houghton, Lu Wang, Xu Wang
2022 — conf
Towards Process-Oriented, Modular, and Versatile Question Generation that Meets Educational Needs.
NAACL-HLT
Xu Wang, Simin Fan, Jessica Houghton, Lu Wang
2022 J jnl
Towards Process-Oriented, Modular, and Versatile Question Generation that Meets Educational Needs.
CoRR
Xu Wang, Simin Fan, Jessica Houghton, Lu Wang