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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

Jane Chandlee, Rémi Eyraud, Jeff Heinz, Adam Jardine, Menno van Zaanen; Proceedings of the Fifteenth International Conference on Grammatical Inference, PMLR 153:1-3

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

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

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

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

Learning Multiple Independent Tier-based Processes

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

Grammar Interpretations and Learning TSL Online

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

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

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

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

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

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

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

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

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

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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