Imanol Schlag

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Reasoning Problems

Top Venues

Publications

Anton Schäfer, Thomas Hofmann, Imanol Schlag, Tiago Pimentel
On the Effect of (Near) Duplicate Subwords in Language Modelling. ACL (Findings) (2024)
Bobby He, Lorenzo Noci, Daniele Paliotta, Imanol Schlag, Thomas Hofmann
Understanding and Minimising Outlier Features in Neural Network Training. CoRR (2024)
Anton Schäfer, Thomas Hofmann, Imanol Schlag, Tiago Pimentel
On the Effect of (Near) Duplicate Subwords in Language Modelling. CoRR (2024)
Anton Schäfer, Shauli Ravfogel, Thomas Hofmann, Tiago Pimentel, Imanol Schlag
Language Imbalance Can Boost Cross-lingual Generalisation. CoRR (2024)
Imanol Schlag, Sainbayar Sukhbaatar, Asli Celikyilmaz, Wen-tau Yih, Jason Weston, Jürgen Schmidhuber, Xian Li
Large Language Model Programs. CoRR (2023)
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 Ramesh, Imanol Schlag, Weimin Shi, Aleksandar Stanic, Wenyi Wang, Yuhui Wang, Mengmeng Xu, Deng-Ping Fan, Bernard Ghanem, Jürgen Schmidhuber
Mindstorms in Natural Language-Based Societies of Mind. CoRR (2023)
Aleksandar Stanic, Dylan R. Ashley, Oleg Serikov, Louis Kirsch, Francesco Faccio, Jürgen Schmidhuber, Thomas Hofmann, Imanol Schlag
The Languini Kitchen: Enabling Language Modelling Research at Different Scales of Compute. CoRR (2023)
DeLesley Hutchins, Imanol Schlag, Yuhuai Wu, Ethan Dyer, Behnam Neyshabur
Block-Recurrent Transformers. CoRR (2022)
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
Solving Quantitative Reasoning Problems with Language Models. NeurIPS (2022)
DeLesley Hutchins, Imanol Schlag, Yuhuai Wu, Ethan Dyer, Behnam Neyshabur
Block-Recurrent Transformers. NeurIPS (2022)
Kazuki Irie, Imanol Schlag, Róbert Csordás, Jürgen Schmidhuber
A Modern Self-Referential Weight Matrix That Learns to Modify Itself. ICML (2022)
Kazuki Irie, Imanol Schlag, Róbert Csordás, Jürgen Schmidhuber
A Modern Self-Referential Weight Matrix That Learns to Modify Itself. CoRR (2022)
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
Solving Quantitative Reasoning Problems with Language Models. CoRR (2022)
Imanol Schlag, Kazuki Irie, Jürgen Schmidhuber
Linear Transformers Are Secretly Fast Weight Programmers. ICML (2021)
Kazuki Irie, Imanol Schlag, Róbert Csordás, Jürgen Schmidhuber
Improving Baselines in the Wild. CoRR (2021)
Kazuki Irie, Imanol Schlag, Róbert Csordás, Jürgen Schmidhuber
Going Beyond Linear Transformers with Recurrent Fast Weight Programmers. CoRR (2021)
Kazuki Irie, Imanol Schlag, Róbert Csordás, Jürgen Schmidhuber
Going Beyond Linear Transformers with Recurrent Fast Weight Programmers. NeurIPS (2021)
Imanol Schlag, Kazuki Irie, Jürgen Schmidhuber
Linear Transformers Are Secretly Fast Weight Memory Systems. CoRR (2021)
Imanol Schlag, Tsendsuren Munkhdalai, Jürgen Schmidhuber
Learning Associative Inference Using Fast Weight Memory. ICLR (2021)
Imanol Schlag, Tsendsuren Munkhdalai, Jürgen Schmidhuber
Learning Associative Inference Using Fast Weight Memory. CoRR (2020)
Imanol Schlag, Paul Smolensky, Roland Fernandez, Nebojsa Jojic, Jürgen Schmidhuber, Jianfeng Gao
Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving. CoRR (2019)
Imanol Schlag, Jürgen Schmidhuber
Learning to Reason with Third Order Tensor Products. NeurIPS (2018)
Imanol Schlag, Jürgen Schmidhuber
Learning to Reason with Third-Order Tensor Products. CoRR (2018)
Imanol Schlag, Ognjen Arandjelovic
Ancient Roman Coin Recognition in the Wild Using Deep Learning Based Recognition of Artistically Depicted Face Profiles. ICCV Workshops (2017)