Gail Weiss

Orcid: 0000-0003-0762-9090

Affiliations:
  • EPFL, Lausanne, Germany
  • Technion - Israel Institute of Technology, Faculty of Computer Science, Haifa, Israel (former)


According to our database1, Gail Weiss authored at least 14 papers between 2018 and 2024.

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Bibliography

2024
Extracting automata from recurrent neural networks using queries and counterexamples (extended version).
Mach. Learn., May, 2024

What Formal Languages Can Transformers Express? A Survey.
Trans. Assoc. Comput. Linguistics, 2024

Could ChatGPT get an Engineering Degree? Evaluating Higher Education Vulnerability to AI Assistants.
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CoRR, 2024

Improving Autoformalization using Type Checking.
CoRR, 2024

Discovering Knowledge-Critical Subnetworks in Pretrained Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023
Transformers as Recognizers of Formal Languages: A Survey on Expressivity.
CoRR, 2023

RECKONING: Reasoning through Dynamic Knowledge Encoding.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021
Synthesizing Context-free Grammars from Recurrent Neural Networks (Extended Version).
CoRR, 2021

Synthesizing Context-free Grammars from Recurrent Neural Networks.
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2021

Thinking Like Transformers.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
A Formal Hierarchy of RNN Architectures.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Learning Deterministic Weighted Automata with Queries and Counterexamples.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples.
Proceedings of the 35th International Conference on Machine Learning, 2018

On the Practical Computational Power of Finite Precision RNNs for Language Recognition.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018


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