Franz Nowak
9 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (25) π§ Keyword Pioneer π Conference Polyglot (3) π Renaissance Researcher (8)
π
Interdisciplinary Bridge
β‘
Prolific Year
(6)
β
The Questioner
Conferences
ACL (5)
EMNLP (3)
NAACL (1)
Top co-authors
Keywords
language model
(5)
recurrent neural network
(5)
representational capacity
(3)
discourse structure
(2)
information theory
(2)
regular language
(2)
information density
(1)
automata learning
(1)
chain-of-thought reasoning
(1)
empirical evaluation
(1)
time complexity
(1)
hierarchical structure
(1)
probabilistic model
(1)
uniform information density
(1)
theoretical analysis
(1)
probabilistic context-free grammar
(1)
formal language
(1)
algorithm optimization
(1)
periodic pattern
(1)
neural network expressivity
(1)
Papers
The Harmonic Structure of Information Contours
ACL 2025
On the Representational Capacity of Neural Language Models with Chain-of-Thought Reasoning
ACL 2024
What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages
ACL 2024
Computational Expressivity of Neural Language Models
ACL 2024
Lower Bounds on the Expressivity of Recurrent Neural Language Models
NAACL 2024
An L* Algorithm for Deterministic Weighted Regular Languages
EMNLP 2024
Surprise! Uniform Information Density Isnβt the Whole Story: Predicting Surprisal Contours in Long-form Discourse
EMNLP 2024
On the Representational Capacity of Recurrent Neural Language Models
EMNLP 2023
A Fast Algorithm for Computing Prefix Probabilities
ACL 2023