Minae Kwon
Minae Kwon has 2 papers in our library, in 2020–2023, most of them on Language models & pretraining; often with Dorsa Sadigh, Noah D. Goodman, Robert Hawkins.
OpenAlex · ORCID · Wikidata · h-index 13 · 20 works · 776 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 216 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #7724
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Reward Design with Language Models (2023 · 73 citations)
Telling an RL agent what to do is difficult. Hand-written reward functions struggle to capture fuzzy goals, such as wanting a negotiator to be "versatile," and they are prone to reward hacking. Learning rewards from labels instead requires large, costly datasets that must be gathered again for every new user. The… - Continual Adaptation for Efficient Machine Communication (2020 · 38 citations)
Neural language models can reproduce the conventions in their training data, but unlike people they cannot invent new shorthand with a specific partner during an interaction.
All works
- Human-level play in the game of Diplomacy by combining language models with strategic reasoning ↗Science · no summary yetAnton Bakhtin et al.2022 · 328 citations
- Evaluating Human-Language Model Interaction ↗arXiv (Cornell University) · no summary yetMina Lee et al.2022 · 110 citations
- Reward Design with Language ModelsarXiv:2303.00001Minae Kwon, Sang Michael Xie, Kalesha Bullard, et al.2023 · 73 citations
- Continual Adaptation for Efficient Machine CommunicationConference on Computational Natural Language Learning (CoNLL)Robert Hawkins, Minae Kwon, Dorsa Sadigh, et al.2020 · 38 citations
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