Mohammadreza Banaei

15 papers A* 1A 1Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A conf
LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters.
ECAI
Klaudia Balazy, Mohammadreza Banaei, Karl Aberer, Jacek Tabor
2025 — —
Parameter-efficient Methods for Training and Inference of Transformer-based Models.
Mohammadreza Banaei
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 J jnl
LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters.
CoRR
Klaudia Balazy, Mohammadreza Banaei, Karl Aberer, Jacek Tabor
2023 — conf
Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention.
EMNLP (Findings)
Negar Foroutan, Mohammadreza Banaei, Karl Aberer, Antoine Bosselut
2023 J jnl
Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention.
CoRR
Negar Foroutan, Mohammadreza Banaei, Karl Aberer, Antoine Bosselut
2023 — conf
Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models.
EACL (Findings)
Mohammadreza Banaei, Klaudia Balazy, Artur Kasymov, Rémi Lebret, Jacek Tabor, Karl Aberer
2023 J jnl
Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models.
CoRR
Mohammadreza Banaei, Klaudia Balazy, Artur Kasymov, Rémi Lebret, Jacek Tabor, Karl Aberer
2022 J jnl
AdaGrid: Adaptive Grid Search for Link Prediction Training Objective.
CoRR
Tim Postuvan, Jiaxuan You, Mohammadreza Banaei, Rémi Lebret, Jure Leskovec
2022 A* conf
Discovering Language-neutral Sub-networks in Multilingual Language Models.
EMNLP
Negar Foroutan, Mohammadreza Banaei, Rémi Lebret, Antoine Bosselut, Karl Aberer
2022 J jnl
Discovering Language-neutral Sub-networks in Multilingual Language Models.
CoRR
Negar Foroutan, Mohammadreza Banaei, Rémi Lebret, Antoine Bosselut, Karl Aberer
2021 — conf
Direction is what you need: Improving Word Embedding Compression in Large Language Models.
RepL4NLP@ACL-IJCNLP
Klaudia Balazy, Mohammadreza Banaei, Rémi Lebret, Jacek Tabor, Karl Aberer
2021 J jnl
Direction is what you need: Improving Word Embedding Compression in Large Language Models.
CoRR
Klaudia Balazy, Mohammadreza Banaei, Rémi Lebret, Jacek Tabor, Karl Aberer
2020 — conf
Spoken Dialect Identification in Twitter using a Multi-filter Architecture.
SwissText/KONVENS
Mohammadreza Banaei, Rémi Lebret, Karl Aberer
2020 J jnl
Spoken dialect identification in Twitter using a multi-filter architecture.
CoRR
Mohammadreza Banaei, Rémi Lebret, Karl Aberer