Keisuke Sakaguchi
5 papers in the PaperMetrix corpus
Papers by this author
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PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning
2023 · arXiv (Cornell University)
Procedural planning, which entails decomposing a high-level goal into a sequence of temporally ordered steps, is an important yet intricate task for machines. It involves integrating common-sense knowledge to reason about complex and often contextualized …
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Test-time Augmentation for Factual Probing
2023
Factual probing is a method that uses prompts to test if a language model “knows” certain world knowledge facts. A problem in factual probing is that small changes to the prompt can lead to large …
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Ground Truth for Grammaticality Correction Metrics
2015
Courtney Napoles, Keisuke Sakaguchi, Matt Post, Joel Tetreault. Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers). 2015.
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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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(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 …