2023 share record
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Cyril Allauzen : Weighted Finite Automata with Failure Transitions: Algorithms and Applications. ICGI 2023 : 6 share record
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Dana Angluin : Learning of Regular Languages by Recurrent Neural Networks? (Mainly Questions). ICGI 2023 : 4 share record
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Robert Baumgartner , Sicco Verwer : Learning state machines from data streams: A generic strategy and an improved heuristic. ICGI 2023 : 117-141 share record
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Simon Dieck , Sicco Verwer : Learning Syntactic Monoids from Samples by extending known Algorithms for learning State Machines. ICGI 2023 : 59-79 export record
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conf/icgi/El-NaggarRDMW23 share record
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Nadine El-Naggar , Andrew Ryzhikov , Laure Daviaud , Pranava Madhyastha , Tillman Weyde : Formal and Empirical Studies of Counting Behaviour in ReLU RNNs. ICGI 2023 : 199-222 share record
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Ahmed Elnaggar : A journey into the Generative AI and large language models: From NLP to BioInformatics. ICGI 2023 : 7 share record
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Rémi Eyraud , Dakotah Lambert , Badr Tahri Joutei , Aidar Gaffarov , Mathias Cabanne , Jeffrey Heinz , Chihiro Shibata : TAYSIR Competition: Transformer+RNN: Algorithms to Yield Simple and Interpretable Representations. ICGI 2023 : 275-290 share record
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Roland Groz , Catherine Oriat , Germán Vega , Adenilso da Silva Simão , Michael Foster , Neil Walkinshaw : Active Inference of Extended Finite State Models of Software Systems. ICGI 2023 : 265-269 share record
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Sagar Indurkhya : A Procedure for Inferring a Minimalist Lexicon from an SMT Model of a Language Acquisition Device. ICGI 2023 : 35-58 share record
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Makoto Kanazawa , Ryo Yoshinaka : Extending Distributional Learning from Positive Data and Membership Queries. ICGI 2023 : 8-22 share record
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Loes Kruger , Bharat Garhewal , Frits W. Vaandrager : Lower Bounds for Active Automata Learning. ICGI 2023 : 157-180 share record
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Magdalena Markowska , Jeffrey Heinz : Empirical and Theoretical Arguments for Using Properties of Letters for the Learning of Sequential Functions. ICGI 2023 : 270-274 share record
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Franz Mayr , Sergio Yovine , Matías Carrasco , Alejo Garat , Martín Iturbide , Juan da Silva , Federico Vilensky : Results of Neural-Checker Toolbox in Taysir 2023 Competition. ICGI 2023 : 295-298 share record
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Franz Mayr , Sergio Yovine , Matías Carrasco , Federico Pan , Federico Vilensky : A Congruence-based Approach to Active Automata Learning from Neural Language Models. ICGI 2023 : 250-264 share record
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William Merrill : Formal languages and neural models for learning on sequences. ICGI 2023 : 5 share record
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Edi Muskardin , Martin Tappler , Bernhard K. Aichernig : Testing-based Black-box Extraction of Simple Models from RNNs and Transformers. ICGI 2023 : 291-294 share record
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Yutaro Numaya , Diptarama Hendrian , Ryo Yoshinaka , Ayumi Shinohara : Identification of Substitutable Context-Free Languages over Infinite Alphabets from Positive Data. ICGI 2023 : 23-34 share record
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Maxime Raynal , Marc-Olivier Buob , Georges Quénot : fAST: regular expression inference from positive examples using Abstract Syntax Trees. ICGI 2023 : 96-116 share record
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Adil Soubki , Jeffrey Heinz : Benchmarking State-Merging Algorithms for Learning Regular Languages. ICGI 2023 : 181-198 share record
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Bram Verboom , Simon Dieck , Sicco Verwer : Detecting Changes in Loop Behavior for Active Learning. ICGI 2023 : 142-156 share record
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Zhengxiang Wang : Learning Transductions and Alignments with RNN Seq2seq Models. ICGI 2023 : 223-249 share record
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Katherine Wu , Jeffrey Heinz : String Extension Learning Despite Noisy Intrusions. ICGI 2023 : 80-95 share record
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Preface. ICGI 2023 : 1-3 share record
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François Coste , Faissal Ouardi , Guillaume Rabusseau : International Conference on Grammatical Inference, ICGI 2023, 10-13 July 2023, Rabat, Morocco. Proceedings of Machine Learning Research 217, PMLR 2023 [contents] 2021 export record
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conf/icgi/BarbotBFHKLN0Y21 share record
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Benoît Barbot , Benedikt Bollig , Alain Finkel , Serge Haddad , Igor Khmelnitsky , Martin Leucker , Daniel Neider , Rajarshi Roy , Lina Ye : Extracting Context-Free Grammars from Recurrent Neural Networks using Tree-Automata Learning and A* Search. ICGI 2021 : 113-129 share record
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Phillip Burness , Kevin McMullin : Learning Multiple Independent Tier-based Processes. ICGI 2021 : 66-80 share record
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Alexander Clark : Beyond Chomsky Normal Form: Extending Strong Learning Algorithms for PCFGs. ICGI 2021 : 4-17 share record
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Victor Connes , Colin de la Higuera , Hoel Le Capitaine : Using Grammatical Inference to Build Privacy Preserving Data-sets of User Logs. ICGI 2021 : 176-190 share record
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Nathanaël Fijalkow , Guillaume Lagarde : The complexity of learning linear temporal formulas from examples. ICGI 2021 : 237-250 share record
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Kristian Guillaumier , John Abela : Learning DFAs by Evolving Short Sequences of Merges. ICGI 2021 : 217-236