Imanol Schlag

33 papers A* 10Journal 21Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Benchmarking Concept-Spilling Across Languages in LLMs.
CoRR
Ilia Badanin, Daniil Dzenhaliou, Imanol Schlag
2025 J jnl
Can Performant LLMs Be Ethical? Quantifying the Impact of Web Crawling Opt-Outs.
CoRR
Dongyang Fan, Vinko Sabolcec, Matin Ansaripour, Ayush Kumar Tarun, Martin Jaggi, Antoine Bosselut, Imanol Schlag
2025 A* conf
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge.
ICLR
Angelika Romanou, Negar Foroutan, Anna Sotnikova, Zeming Chen, Sree Harsha Nelaturu, Shivalika Singh, Rishabh Maheshwary, Micol Altomare, Mohamed A. Haggag, Imanol Schlag, Marzieh Fadaee, Sara Hooker, Antoine Bosselut, Snegha A, Alfonso Amayuelas, Azril Hafizi Amirudin, Viraat Aryabumi, Danylo Boiko, Michael Chang, Jenny Chim, Gal Cohen, Aditya Kumar Dalmia, Abraham Diress, Sharad Duwal, Daniil Dzenhaliou, Daniel Fernando Erazo Florez, Fabian Farestam, Joseph Marvin Imperial, Shayekh Bin Islam, Perttu Isotalo, Maral Jabbarishiviari, Börje F. Karlsson, Eldar Khalilov, Christopher Klamm, Fajri Koto, Dominik Krzeminski, Gabriel Adriano de Melo, Syrielle Montariol, Yiyang Nan, Joel Niklaus, Jekaterina Novikova, Johan Samir Obando-Ceron, Debjit Paul, Esther Ploeger, Jebish Purbey, Swati Rajwal, Selvan Sunitha Ravi, Sara Rydell, Roshan Santhosh, Drishti Sharma, Marjana Prifti Skenduli, Arshia Soltani Moakhar, Bardia Soltani Moakhar, Ran Tamir, Ayush Kumar Tarun, Azmine Toushik Wasi, Thenuka Ovin Weerasinghe, Serhan Yilmaz, Mike Zhang
2025 J jnl
Mindstorms in Natural Language-Based Societies of Mind.
Comput. Vis. Media
Mingchen Zhuge, Haozhe Liu, Francesco Faccio, Dylan R. Ashley, Róbert Csordás, Anand Gopalakrishnan, Abdullah Hamdi, Hasan Abed Al Kader Hammoud, Vincent Herrmann, Kazuki Irie, Louis Kirsch, Bing Li, Guohao Li, Shuming Liu, Jinjie Mai, Piotr Piekos, Aditya A. Ramesh, Imanol Schlag, Weimin Shi, Aleksandar Stanic, Wenyi Wang, Yuhui Wang, Mengmeng Xu, Deng-Ping Fan, Bernard Ghanem, Jürgen Schmidhuber
2025 J jnl
Positional Fragility in LLMs: How Offset Effects Reshape Our Understanding of Memorization Risks.
CoRR
Yixuan Xu, Antoni-Joan Solergibert i Llaquet, Antoine Bosselut, Imanol Schlag
2025 J jnl
Towards Fully FP8 GEMM LLM Training at Scale.
CoRR
Alejandro Hernández-Cano, Dhia Garbaya, Imanol Schlag, Martin Jaggi
2024 J jnl
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge.
CoRR
Angelika Romanou, Negar Foroutan, Anna Sotnikova, Zeming Chen, Sree Harsha Nelaturu, Shivalika Singh, Rishabh Maheshwary, Micol Altomare, Mohamed A. Haggag, Snegha A, Alfonso Amayuelas, Azril Hafizi Amirudin, Viraat Aryabumi, Danylo Boiko, Michael Chang, Jenny Chim, Gal Cohen, Aditya Kumar Dalmia, Abraham Diress, Sharad Duwal, Daniil Dzenhaliou, Daniel Fernando Erazo Florez, Fabian Farestam, Joseph Marvin Imperial, Shayekh Bin Islam, Perttu Isotalo, Maral Jabbarishiviari, Börje F. Karlsson, Eldar Khalilov, Christopher Klamm, Fajri Koto, Dominik Krzeminski, Gabriel Adriano de Melo, Syrielle Montariol, Yiyang Nan, Joel Niklaus, Jekaterina Novikova, Johan Samir Obando Ceron, Debjit Paul, Esther Ploeger, Jebish Purbey, Swati Rajwal, Selvan Sunitha Ravi, Sara Rydell, Roshan Santhosh, Drishti Sharma, Marjana Prifti Skenduli, Arshia Soltani Moakhar, Bardia Soltani Moakhar, Ran Tamir, Ayush Kumar Tarun, Azmine Toushik Wasi, Thenuka Ovin Weerasinghe, Serhan Yilmaz, Mike Zhang, Imanol Schlag, Marzieh Fadaee, Sara Hooker, Antoine Bosselut
2024 J jnl
Language Imbalance Can Boost Cross-lingual Generalisation.
CoRR
Anton Schäfer, Shauli Ravfogel, Thomas Hofmann, Tiago Pimentel, Imanol Schlag
2024 A* conf
Navigating Scaling Laws: Compute Optimality in Adaptive Model Training.
ICML
Sotiris Anagnostidis, Gregor Bachmann, Imanol Schlag, Thomas Hofmann
2024 — conf
On the Effect of (Near) Duplicate Subwords in Language Modelling.
ACL (Findings)
Anton Schäfer, Thomas Hofmann, Imanol Schlag, Tiago Pimentel
2024 J jnl
On the Effect of (Near) Duplicate Subwords in Language Modelling.
CoRR
Anton Schäfer, Thomas Hofmann, Imanol Schlag, Tiago Pimentel
2024 J jnl
Understanding and Minimising Outlier Features in Neural Network Training.
CoRR
Bobby He, Lorenzo Noci, Daniele Paliotta, Imanol Schlag, Thomas Hofmann
2024 A* conf
Understanding and Minimising Outlier Features in Transformer Training.
NeurIPS
Bobby He, Lorenzo Noci, Daniele Paliotta, Imanol Schlag, Thomas Hofmann
2023 J jnl
Large Language Model Programs.
CoRR
Imanol Schlag, Sainbayar Sukhbaatar, Asli Celikyilmaz, Wen-tau Yih, Jason Weston, Jürgen Schmidhuber, Xian Li
2023 J jnl
Mindstorms in Natural Language-Based Societies of Mind.
CoRR
Mingchen Zhuge, Haozhe Liu, Francesco Faccio, Dylan R. Ashley, Róbert Csordás, Anand Gopalakrishnan, Abdullah Hamdi, Hasan Abed Al Kader Hammoud, Vincent Herrmann, Kazuki Irie, Louis Kirsch, Bing Li, Guohao Li, Shuming Liu, Jinjie Mai, Piotr Piekos, Aditya A. Ramesh, Imanol Schlag, Weimin Shi, Aleksandar Stanic, Wenyi Wang, Yuhui Wang, Mengmeng Xu, Deng-Ping Fan, Bernard Ghanem, Jürgen Schmidhuber
2023 J jnl
The Languini Kitchen: Enabling Language Modelling Research at Different Scales of Compute.
CoRR
Aleksandar Stanic, Dylan R. Ashley, Oleg Serikov, Louis Kirsch, Francesco Faccio, Jürgen Schmidhuber, Thomas Hofmann, Imanol Schlag
2022 A* conf
A Modern Self-Referential Weight Matrix That Learns to Modify Itself.
ICML
Kazuki Irie, Imanol Schlag, Róbert Csordás, Jürgen Schmidhuber
2022 J jnl
A Modern Self-Referential Weight Matrix That Learns to Modify Itself.
CoRR
Kazuki Irie, Imanol Schlag, Róbert Csordás, Jürgen Schmidhuber
2022 A* conf
Block-Recurrent Transformers.
NeurIPS
DeLesley Hutchins, Imanol Schlag, Yuhuai Wu, Ethan Dyer, Behnam Neyshabur
2022 J jnl
Block-Recurrent Transformers.
CoRR
DeLesley Hutchins, Imanol Schlag, Yuhuai Wu, Ethan Dyer, Behnam Neyshabur
2022 A* conf
Solving Quantitative Reasoning Problems with Language Models.
NeurIPS
Aitor Lewkowycz, Anders Andreassen, David Dohan, Ethan Dyer, Henryk Michalewski, Vinay V. Ramasesh, Ambrose Slone, Cem Anil, Imanol Schlag, Theo Gutman-Solo, Yuhuai Wu, Behnam Neyshabur, Guy Gur-Ari, Vedant Misra
2022 J jnl
Solving Quantitative Reasoning Problems with Language Models.
CoRR
Aitor Lewkowycz, Anders Andreassen, David Dohan, Ethan Dyer, Henryk Michalewski, Vinay V. Ramasesh, Ambrose Slone, Cem Anil, Imanol Schlag, Theo Gutman-Solo, Yuhuai Wu, Behnam Neyshabur, Guy Gur-Ari, Vedant Misra
2021 A* conf
Going Beyond Linear Transformers with Recurrent Fast Weight Programmers.
NeurIPS
Kazuki Irie, Imanol Schlag, Róbert Csordás, Jürgen Schmidhuber
2021 J jnl
Going Beyond Linear Transformers with Recurrent Fast Weight Programmers.
CoRR
Kazuki Irie, Imanol Schlag, Róbert Csordás, Jürgen Schmidhuber
2021 J jnl
Improving Baselines in the Wild.
CoRR
Kazuki Irie, Imanol Schlag, Róbert Csordás, Jürgen Schmidhuber
2021 A* conf
Learning Associative Inference Using Fast Weight Memory.
ICLR
Imanol Schlag, Tsendsuren Munkhdalai, Jürgen Schmidhuber
2021 J jnl
Linear Transformers Are Secretly Fast Weight Memory Systems.
CoRR
Imanol Schlag, Kazuki Irie, Jürgen Schmidhuber
2021 A* conf
Linear Transformers Are Secretly Fast Weight Programmers.
ICML
Imanol Schlag, Kazuki Irie, Jürgen Schmidhuber
2020 J jnl
Learning Associative Inference Using Fast Weight Memory.
CoRR
Imanol Schlag, Tsendsuren Munkhdalai, Jürgen Schmidhuber
2019 J jnl
Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving.
CoRR
Imanol Schlag, Paul Smolensky, Roland Fernandez, Nebojsa Jojic, Jürgen Schmidhuber, Jianfeng Gao
2018 A* conf
Learning to Reason with Third Order Tensor Products.
NeurIPS
Imanol Schlag, Jürgen Schmidhuber
2018 J jnl
Learning to Reason with Third-Order Tensor Products.
CoRR
Imanol Schlag, Jürgen Schmidhuber
2017 — conf
Ancient Roman Coin Recognition in the Wild Using Deep Learning Based Recognition of Artistically Depicted Face Profiles.
ICCV Workshops
Imanol Schlag, Ognjen Arandjelovic