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Proceedings of Machine Learning Research

Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research
Proceedings of Machine Learning Research
PMLR · 2026-06-02 · via Proceedings of Machine Learning Research

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Volume 153: International Conference on Grammatical Inference, 23-27 August 2021, Conducted online

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Editors: Jane Chandlee, Rémi Eyraud, Jeff Heinz, Adam Jardine, Menno van Zaanen

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Preface

; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:1-3

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Beyond Chomsky Normal Form: Extending Strong Learning Algorithms for PCFGs

Alexander Clark; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:4-17

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A Hierarchy of Context-Free Languages Learnable from Positive Data and Membership Queries

Makoto Kanazawa, Ryo Yoshinaka; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:18-31

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Inside-Outside Algorithm for Macro Grammars

Ryuta Kambe, Naoki Kobayashi, Ryosuke Sato, Ayumi Shinohara, Ryo Yoshinaka; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:32-46

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Learning Input Strictly Local Functions From Their Composition

Wenyue Hua, Adam Jardine; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:47-65

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Learning Multiple Independent Tier-based Processes

Phillip Burness, Kevin McMullin; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:66-80

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Grammar Interpretations and Learning TSL Online

Dakotah Lambert; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:81-91

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Extracting Weighted Automata for Approximate Minimization in Language Modelling

Clara Lacroce, Prakash Panangaden, Guillaume Rabusseau; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:92-112

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Extracting Context-Free Grammars from Recurrent Neural Networks using Tree-Automata Learning and A* Search

Benoît Barbot, Benedikt Bollig, Alain Finkel, Serge Haddad, Igor Khmelnitsky, Martin Leucker, Daniel Neider, Rajarshi Roy, Lina Ye; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:113-129

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Recognizing Long Grammatical Sequences using Recurrent Networks Augmented with an External Differentiable Stack

Ankur Mali, Alexander Ororbia, Daniel Kifer, Lee Giles; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:130-153

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Investigating Backpropagation Alternatives when Learning to Dynamically Count with Recurrent Neural Networks

Ankur Mali, Alexander Ororbia, Daniel Kifer, Lee Giles; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:154-175

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Using Grammatical Inference to Build Privacy Preserving Data-sets of User Logs

Victor Connes, Colin De La Higuera, Hoel Le Capitaine; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:176-190

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A Toolbox for Context-Sensitive Grammar Induction by Genetic Search

Wojciech Wieczorek, Łukasz Strąk, Arkadiusz Nowakowski, Olgierd Unold; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:191-201

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Query Learning Algorithm for Symbolic Weighted Finite Automata

Kaito Suzuki, Diptarama Hendrian, Ryo Yoshinaka, Ayumi Shinohara; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:202-216

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Learning DFAs by Evolving Short Sequences of Merges

Kristian Guillaumier, John Abela; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:217-236

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The complexity of learning linear temporal formulas from examples

Nathanaël Fijalkow, Guillaume Lagarde; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:237-250

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