Brian DuSell
14 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (23) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (11) π Renaissance Researcher (7)
π
Conference Polyglot
(6)
π
Academic Marathon
(6)
π
Century Club
(14)
β‘
Prolific Year
(5)
Conferences
ICLR (5)
EMNLP (4)
ICML (2)
ACL (1)
COLING (1)
CONLL (1)
Top co-authors
Keywords
recurrent neural network
(2)
differentiable stack
(2)
language model
(2)
formal language
(2)
neural machine translation
(1)
dependency parsing
(1)
historical linguistics
(1)
dynamic programming
(1)
phonological reconstruction
(1)
parameter sharing
(1)
inductive bia
(1)
parameter reduction
(1)
local entropy
(1)
morphological analysis
(1)
character-level model
(1)
neural language model
(1)
context-free grammar
(1)
m-local entropy
(1)
nondeterministic pushdown automaton
(1)
context-free language
(1)
Papers
Information Locality as an Inductive Bias for Neural Language Models
ACL 2025
Training Neural Networks as Recognizers of Formal Languages
ICLR 2025
The Foundations of Tokenization: Statistical and Computational Concerns
ICLR 2025
From Language Models over Tokens to Language Models over Characters
ICML 2025
Language Models over Canonical Byte-Pair Encodings
ICML 2025
Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns
ICLR 2024
PILA: A Historical-Linguistic Dataset of Proto-Italic and Latin
COLING 2024
On the Proper Treatment of Tokenization in Psycholinguistics
EMNLP 2024
The Surprising Computational Power of Nondeterministic Stack RNNs
ICLR 2023
Algorithms for Weighted Pushdown Automata
EMNLP 2022
Learning Hierarchical Structures with Differentiable Nondeterministic Stacks
ICLR 2022
Learning Context-free Languages with Nondeterministic Stack RNNs
CONLL 2020
Learning Context-free Languages with Nondeterministic Stack RNNs
EMNLP 2020
Efficiency through Auto-Sizing: Notre Dame NLPβs Submission to the WNGT 2019 Efficiency Task
EMNLP 2019