Ronan Le Bras
9 papers in the PaperMetrix corpus
Papers by this author
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Symbolic Knowledge Distillation: from General Language Models to Commonsense Models
2022 · Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Peter West, Chandra Bhagavatula, Jack Hessel, Jena Hwang, Liwei Jiang, Ronan Le Bras, Ximing Lu, Sean Welleck, Yejin Choi. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: …
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MacGyver: Are Large Language Models Creative Problem Solvers?
2024
Yufei Tian, Abhilasha Ravichander, Lianhui Qin, Ronan Le Bras, Raja Marjieh, Nanyun Peng, Yejin Choi, Thomas Griffiths, Faeze Brahman. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: …
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ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
2025 · arXiv (Cornell University)
We investigate the logical reasoning capabilities of large language models (LLMs) and their scalability in complex non-monotonic reasoning. To this end, we introduce ZebraLogic, a comprehensive evaluation framework for assessing LLM reasoning performance on logic …
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ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning
2019
We present ATOMIC, an atlas of everyday commonsense reasoning, organized through 877k textual descriptions of inferential knowledge. Compared to existing resources that center around taxonomic knowledge, ATOMIC focuses on inferential knowledge organized as typed if-then …
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Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning
2019
Lifu Huang, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.
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WinoGrande: An Adversarial Winograd Schema Challenge at Scale
2020 · Proceedings of the AAAI Conference on Artificial Intelligence
The Winograd Schema Challenge (WSC) (Levesque, Davis, and Morgenstern 2011), a benchmark for commonsense reasoning, is a set of 273 expert-crafted pronoun resolution problems originally designed to be unsolvable for statistical models that rely on …
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PIQA: Reasoning about Physical Commonsense in Natural Language
2020
To apply eyeshadow without a brush, should I use a cotton swab or a toothpick? Questions requiring this kind of physical commonsense pose a challenge to today's natural language understanding systems. While recent pretrained models …
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Generative Data Augmentation for Commonsense Reasoning
2020
Yiben Yang, Chaitanya Malaviya, Jared Fernandez, Swabha Swayamdipta, Ronan Le Bras, Ji-Ping Wang, Chandra Bhagavatula, Yejin Choi, Doug Downey. Findings of the Association for Computational Linguistics: EMNLP 2020. 2020.
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(Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge Graphs
2021
Recent years have brought about a renewed interest in commonsense representation and reasoning in the field of natural language understanding. The development of new commonsense knowledge graphs (CSKG) has been central to these advances as …