Eli Goldner


I am a research data scientist in Prof. Guergana Savova's lab within the Computational Health Informatics Program (CHIP) at Boston Children's Hospital.

My work is in developing NLP methods for clinical text, generally for tasks relevant to cancer phenotyping.


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Publications


25.10 | Overview of the 2025 Shared Task on Chemotherapy Treatment Timeline Extraction
Jiarui Yao, Harry Hochheiser, WonJin Yoon, Eli Goldner, Guergana Savova
Proceedings of the 7th Clinical Natural Language Processing Workshop
25.9 | Systemic anticancer therapy timelines extraction from electronic medical records text: Algorithm development and validation
Jiarui Yao, Eli Goldner, Harry Hochheiser, Sean Finan, John Levander, David Harris, Piet C de Groen, Elizabeth Buchbinder, Danielle Bitterman, Jeremy L Warner, Guergana Savova
JMIR Bioinformatics and Biotechnology
24.6 | Overview of the 2024 Shared Task on Chemotherapy Treatment Timeline Extraction
Jiarui Yao, Harry Hochheiser, WonJin Yoon, Eli Goldner, Guergana Savova
Proceedings of the 6th Clinical Natural Language Processing Workshop
23.7 | Textual Entailment for Temporal Dependency Graph Parsing
Jiarui Yao, Steven Bethard, Kristin Wright-Bettner, Eli Goldner, David Harris, Guergana Savova
Proceedings of the 5th Clinical Natural Language Processing Workshop
23.3 | An End-to-End Natural Language Processing System for Automatically Extracting Radiation Therapy Events From Clinical Texts
Danielle Bitterman, Eli Goldner, Sean Finan, David Harris, Eric B Durbin, Harry Hochheiser, Jeremy L Warner, Raymond Mak, Timothy Miller, Guergana Savova
International Journal of Radiation Oncology*Biology*Physics
21.8 | Formalization of AMR Inference via Hybrid Logic Tableaux
Eli Goldner
Master's Thesis