Methods for Precise Named Entity Matching in Digital Collections. - Peter T. Davis; David K. Elson; Judith Klavans (JCDL, 2003)

Columbia's Newsblaster: New Features and Future Directions. - Kathleen R. McKeown; Regina Barzilay; John Chen; David K. Elson; David Kirk Evans; Judith Klavans; Ani Nenkova; Barry Schiffman; Sergey Sigelman (HLT-NAACL, 2003)

Categorization of Narrative Semantics for Use in Generative Multidocument Summarization. - David K. Elson (INLG, 2004)

Do summaries help? - Kathleen R. McKeown; Rebecca J. Passonneau; David K. Elson; Ani Nenkova; Julia Hirschberg (SIGIR, 2005)

CLiMB ToolKit: A Case Study of Iterative Evaluation in a Multidisciplinary Project. - Rebecca J. Passonneau; Roberta Blitz; David K. Elson; Angela Giral; Judith Klavans (LREC, 2006)

A Platform for Symbolically Encoding Human Narratives. - David K. Elson; Kathleen R. McKeown (AAAI Fall Symposium: Intelligent Narrative Technologies, 2007)

A Lightweight Intelligent Virtual Cinematography System for Machinima Production. - David K. Elson; Mark O. Riedl (AIIDE, 2007)

Toward intelligent support of authoring machinima media content: story and visualization. - Mark O. Riedl; Jonathan P. Rowe; David K. Elson (INTETAIN, 2008)

Extending and Evaluating a Platform for Story Understanding. - David K. Elson; Kathleen R. McKeown (AAAI Spring Symposium: Intelligent Narrative Technologies II, 2009)

A Tool for Deep Semantic Encoding of Narrative Texts. - David K. Elson; Kathleen R. McKeown (ACL/IJCNLP (Software Demonstrations), 2009)

Automatic Attribution of Quoted Speech in Literary Narrative. - David K. Elson; Kathleen R. McKeown (AAAI, 2010)

Extracting Social Networks from Literary Fiction. - David K. Elson; Nicholas Dames; Kathleen R. McKeown (ACL, 2010)

Tense and Aspect Assignment in Narrative Discourse. - David K. Elson; Kathleen R. McKeown (INLG, 2010)

Building a Bank of Semantically Encoded Narratives. - David K. Elson; Kathleen R. McKeown (LREC, 2010)

Reports on the Fourth Artificial Intelligence for Interactive Digital Entertainment Conference Workshops. - David K. Elson; Jonathan P. Rowe; Adam M. Smith 001; Gillian Smith 001; Emmett Tomai (AI Mag., 2012)

Modeling Narrative Discourse. - David K. Elson (2012)

Generating Different Story Tellings from Semantic Representations of Narrative. - Elena Rishes; Stephanie M. Lukin; David K. Elson; Marilyn A. Walker (ICIDS, 2013)

MONA: Myopic Optimization with Non-myopic Approval Can Mitigate Multi-step Reward Hacking. - Sebastian Farquhar; Vikrant Varma; David Lindner; David K. Elson; Caleb Biddulph; Ian Goodfellow; Rohin Shah (CoRR, 2025)

When Chain of Thought is Necessary, Language Models Struggle to Evade Monitors. - Scott Emmons; Erik Jenner; David K. Elson; Rif A. Saurous; Senthooran Rajamanoharan; Heng Chen; Irhum Shafkat; Rohin Shah (CoRR, 2025)