DuSell, Brian
- From Language Models over Tokens to Language Models over Characters
2024/12/04 by Tim Vieira, Vieira, Tim, Ben LeBrun +13 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Training Neural Networks as Recognizers of Formal Languages
2024/11/11 by Alexandra Butoi, Ghazal Khalighinejad, Butoi, Alexandra +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
- 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
- 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
- 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
- Learning Context-Free Languages with Nondeterministic Stack RNNs
2020/10/09 by DuSell, Brian, Chiang, David · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- On the Proper Treatment of Tokenization in Psycholinguistics
2024/10/03 by Mario Giulianelli, L. Malagutti, Giulianelli, Mario +9 · 4 citations
Arts and Humanities · #Linguistic research and analysis
- Language Models over Canonical Byte-Pair Encodings
2025/06/09 by Tim Vieira, Tianyu Liu, Vieira, Tim +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
- Information Locality as an Inductive Bias for Neural Language Models
2025/06/05 by Taiga Someya, Anej Svete, Someya, Taiga +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
- The Surprising Computational Power of Nondeterministic Stack RNNs
2022/10/04 by DuSell, Brian, Chiang, David · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences