David Elson

5 papers · 2003–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Bronze

Venues

ACL (2) NAACL (2) ICML (1)

Top co-authors

Kathleen McKeown (2) Judith Klavans (1) Caleb Biddulph (1) Rivka Levitan (1) Rada Mihalcea (1) Anna Kazantseva (1) Regina Barzilay (1) Rohin Shah (1) David Evans (1) Ani Nenkova (1)

Research topics

Artificial Intelligence (1) Machine Learning (1) Reinforcement Learning (1) Core AI (1) Methods (1) Optimization & Theory (1)

Keywords

reinforcement learning (1) large language model (1) multi-step reward hacking (1) myopic optimization (1) non-myopic approval (1) oversight (1)

Papers

MONA: Myopic Optimization with Non-myopic Approval Can Mitigate Multi-step Reward Hacking ICML 2025 Detecting Retries of Voice Search Queries ACL 2014 Proceedings of the NAACL-HLT 2012 Workshop on Computational Linguistics for Literature NAACL 2012 Extracting Social Networks from Literary Fiction ACL 2010 Columbia’s Newsblaster: New Features and Future Directions NAACL 2003