Brian DuSell

1. From Language Models over Tokens to Language Models over Characters
   2024/12/04 by Tim Vieira, Ben LeBrun, Vieira, Tim +13 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
2. Training Neural Networks as Recognizers of Formal Languages
   2024/11/11 by Alexandra Butoi, Butoi, Alexandra, Ghazal Khalighinejad +9 · 12 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural Networks and Applications
3. Learning Hierarchical Structures with Differentiable Nondeterministic Stacks
   2021/09/05 by Brian DuSell, DuSell, Brian, David Chiang +1 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
4. Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns
   2023/10/03 by Brian DuSell, DuSell, Brian, David Chiang +1 · 4 citations
   Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Text Readability and Simplification #Topic Modeling
5. The Foundations of Tokenization: Statistical and Computational Concerns
   2024/07/16 by Juan Luis Gastaldi, John Terilla, Gastaldi, Juan Luis +9 · 5 citations
   Biochemistry, Genetics and Molecular Biology · #Genomics and Chromatin Dynamics
6. On the Proper Treatment of Tokenization in Psycholinguistics
   2024/10/03 by Mario Giulianelli, Giulianelli, Mario, L. Malagutti +9 · 4 citations
   Arts and Humanities · #Linguistic research and analysis
7. Language Models over Canonical Byte-Pair Encodings
   2025/06/09 by Tim Vieira, Vieira, Tim, Tianyu Liu +17 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
8. Information Locality as an Inductive Bias for Neural Language Models
   2025/06/05 by Taiga Someya, Someya, Taiga, Anej Svete +9 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling