Machine Learning · Computer Science
Fast, Structured Clinical Documentation via Contextual Autocomplete
Divya Gopinath, Monica Agrawal, Luke Murray, Steven Horng +2
2020-07-31
Computation and Language · Computer Science
ELMTEX: Fine-Tuning Large Language Models for Structured Clinical Information Extraction. A Case Study on Clinical Reports
Aynur Guluzade, Naguib Heiba, Zeyd Boukhers, Florim Hamiti +3
2025-07-09
Computation and Language · Computer Science
Text2MDT: Extracting Medical Decision Trees from Medical Texts
Wei Zhu, Wenfeng Li, Xing Tian, Pengfei Wang +5
2024-01-05
Computation and Language · Computer Science
LLM Based Multi-Agent Generation of Semi-structured Documents from Semantic Templates in the Public Administration Domain
Emanuele Musumeci, Michele Brienza, Vincenzo Suriani, Daniele Nardi +1
2024-02-26
Computation and Language · Computer Science
Automatic Posology Structuration : What role for LLMs?
Natalia Bobkova, Laura Zanella-Calzada, Anyes Tafoughalt, Raphaël Teboul +2
2025-06-25
Computation and Language · Computer Science
Variational Template Machine for Data-to-Text Generation
Rong Ye, Wenxian Shi, Hao Zhou, Zhongyu Wei +1
2020-02-14
Computation and Language · Computer Science
Detecting Structural Irregularity in Electronic Dictionaries Using Language Modeling
Paul Rodrigues, David Zajic, David Doermann, Michael Bloodgood +1
2016-02-18
Software Engineering · Computer Science
Automated Generation of Test Models from Semi-Structured Requirements
Jannik Fischbach, Maximilian Junker, Andreas Vogelsang, Dietmar Freudenstein
2019-08-26
Computation and Language · Computer Science
Clinical Text Deduplication Practices for Efficient Pretraining and Improved Clinical Tasks
Isotta Landi, Eugenia Alleva, Alissa A. Valentine, Lauren A. Lepow +1
2023-12-18
Computation and Language · Computer Science
ctELM: Decoding and Manipulating Embeddings of Clinical Trials with Embedding Language Models
Brian Ondov, Chia-Hsuan Chang, Yujia Zhou, Mauro Giuffrè +1
2026-01-27
Machine Learning · Computer Science
Leveraging Environment Interaction for Automated PDDL Translation and Planning with Large Language Models
Sadegh Mahdavi, Raquel Aoki, Keyi Tang, Yanshuai Cao
2024-11-12
Computation and Language · Computer Science
Domain Knowledge Distillation from Large Language Model: An Empirical Study in the Autonomous Driving Domain
Yun Tang, Antonio A. Bruto da Costa, Jason Zhang, Irvine Patrick +2
2023-07-25
Artificial Intelligence · Computer Science
Leveraging LLMs for Structured Data Extraction from Unstructured Patient Records
Mitchell A. Klusty, Elizabeth C. Solie, Caroline N. Leach, W. Vaiden Logan +7
2025-12-17
Computation and Language · Computer Science
Selection of LLM Fine-Tuning Data based on Orthogonal Rules
Xiaomin Li, Mingye Gao, Zhiwei Zhang, Chang Yue +1
2025-11-12
Programming Languages · Computer Science
HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis
Shraddha Barke, Emmanuel Anaya Gonzalez, Saketh Ram Kasibatla, Taylor Berg-Kirkpatrick +1
2024-11-04
Computation and Language · Computer Science
Synthesized Annotation Guidelines are Knowledge-Lite Boosters for Clinical Information Extraction
Enshuo Hsu, Martin Ugbala, Krishna Kumar Kookal, Zouaidi Kawtar +3
2025-04-07
Computation and Language · Computer Science
Comparative Analysis of Open-Source Language Models in Summarizing Medical Text Data
Yuhao Chen, Zhimu Wang, Bo Wen, Farhana Zulkernine
2024-05-31