On the practical computational power of finite precision RNNs for language recognition G Weiss, Y Goldberg, E Yahav ACL 2018, 2018 | 333 | 2018 |
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples G Weiss, Y Goldberg, E Yahav ICML 2018, 2017 | 218 | 2017 |
Thinking Like Transformers G Weiss, Y Goldberg, E Yahav ICML, 2021 | 83 | 2021 |
A Formal Hierarchy of RNN Architectures W Merrill, G Weiss, Y Goldberg, R Schwartz, NA Smith, E Yahav ACL 2020, 2020 | 72 | 2020 |
Learning Deterministic Weighted Automata with Queries and Counterexamples G Weiss, Y Goldberg, E Yahav NeurIPS 2019, 2019 | 57 | 2019 |
Synthesizing context-free grammars from recurrent neural networks DM Yellin, G Weiss International Conference on Tools and Algorithms for the Construction and …, 2021 | 16 | 2021 |
Transformers as recognizers of formal languages: A survey on expressivity L Strobl, W Merrill, G Weiss, D Chiang, D Angluin arXiv preprint arXiv:2311.00208, 2023 | 12 | 2023 |
Discovering knowledge-critical subnetworks in pretrained language models D Bayazit, N Foroutan, Z Chen, G Weiss, A Bosselut arXiv preprint arXiv:2310.03084, 2023 | 10 | 2023 |
RECKONING: reasoning through dynamic knowledge encoding Z Chen, G Weiss, E Mitchell, A Celikyilmaz, A Bosselut Advances in Neural Information Processing Systems 36, 2024 | 6 | 2024 |
Extracting automata from recurrent neural networks using queries and counterexamples (extended version) G Weiss, Y Goldberg, E Yahav Machine Learning 113 (5), 2877-2919, 2024 | 3 | 2024 |
What formal languages can transformers express? a survey L Strobl, W Merrill, G Weiss, D Chiang, D Angluin Transactions of the Association for Computational Linguistics 12, 543-561, 2024 | 2 | 2024 |
Improving Autoformalization using Type Checking A Poiroux, G Weiss, V Kunčak, A Bosselut arXiv preprint arXiv:2406.07222, 2024 | | 2024 |
Discovering Knowledge-Critical Subnetworks in Neural Language Models D Bayazit, N Foroutan, Z Chen, G Weiss, A Bosselut | | 2023 |
Thinking Like Transformers AM Rush, G Weiss The Second Blogpost Track at ICLR 2023, 2023 | | 2023 |
Could ChatGPT be an Engineer? Evaluating Higher Education Vulnerability to AI Assistants B Borges, N Foroutan, D Bayazit, S Montariol, M Banaei, A Sakhaeirad, ... AI for Education: Bridging Innovation and Responsibility at the 38th AAAI …, 0 | | |
NLP D Bayazit, B Borges, A Bosselut, J Castillo Navarro, Z Chen, G Cutura, ... | | |