Yanjun Gao

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 38

Top Topics

Higher Education

Natural Language Processing

Image Inpainting

Diagnostic Reasoning

Top Venues

J. Biomed. Informatics

J. Am. Medical Informatics Assoc.

Publications

Xin Chen, Hanxian Huang, Yanjun Gao, Yi Wang, Jishen Zhao, Ke Ding
Learning to Maximize Mutual Information for Chain-of-Thought Distillation. ACL (Findings) (2024)
Li Yu, Yanjun Gao, Farhad Pakdaman, Moncef Gabbouj
Panoramic Image Inpainting With Gated Convolution And Contextual Reconstruction Loss. CoRR (2024)
Shan Chen, Jack Gallifant, Marco Guevara, Yanjun Gao, Majid Afshar, Timothy Miller, Dmitriy Dligach, Danielle S. Bitterman
Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data. CoRR (2024)
Xin Chen, Hanxian Huang, Yanjun Gao, Yi Wang, Jishen Zhao, Ke Ding
Learning to Maximize Mutual Information for Chain-of-Thought Distillation. CoRR (2024)
Li Yu, Yanjun Gao, Farhad Pakdaman, Moncef Gabbouj
Panoramic Image Inpainting with Gated Convolution and Contextual Reconstruction Loss. ICASSP (2024)
Ruizhe Li, Yanjun Gao
Anchored Answers: Unravelling Positional Bias in GPT-2's Multiple-Choice Questions. CoRR (2024)
Yanjun Gao, Diwakar Mahajan, Özlem Uzuner, Meliha Yetisgen
Clinical natural language processing for secondary uses. J. Biomed. Informatics 150 (2024)
Yanjun Gao, Dmitriy Dligach, Timothy Miller, Matthew M. Churpek, Özlem Uzuner, Majid Afshar
Progress Note Understanding - Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 shared task. J. Biomed. Informatics 142 (2023)
Weipeng Zhou, Majid Afshar, Dmitriy Dligach, Yanjun Gao, Timothy Miller
Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles. ClinicalNLP@ACL (2023)
Weipeng Zhou, Meliha Yetisgen, Majid Afshar, Yanjun Gao, Guergana Savova, Timothy A. Miller
Improving model transferability for clinical note section classification models using continued pretraining. J. Am. Medical Informatics Assoc. 31 (1) (2023)
Yanjun Gao, Ruizhe Li, John R. Caskey, Dmitriy Dligach, Timothy A. Miller, Matthew M. Churpek, Majid Afshar
Leveraging A Medical Knowledge Graph into Large Language Models for Diagnosis Prediction. CoRR (2023)
Yanjun Gao, Dmitriy Dligach, Timothy Miller, Matthew M. Churpek, Majid Afshar
Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients' Active Diagnoses and Problems from Electronic Health Record Progress Notes. CoRR (2023)
Yanjun Gao, Dmitriy Dligach, Timothy Miller, Majid Afshar
Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients' Active Diagnoses and Problems from Electronic Health Record Progress Notes. BioNLP@ACL (2023)
Yanjun Gao, Dmitriy Dligach, Timothy A. Miller, Matthew M. Churpek, Özlem Uzuner, Majid Afshar
Progress Note Understanding - Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 Shared Task. CoRR (2023)
Brihat Sharma, Yanjun Gao, Timothy A. Miller, Matthew M. Churpek, Majid Afshar, Dmitriy Dligach
Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning. CoRR (2023)
Brihat Sharma, Yanjun Gao, Timothy A. Miller, Matthew M. Churpek, Majid Afshar, Dmitriy Dligach
Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning. ClinicalNLP@ACL (2023)
Yanjun Gao, Dmitriy Dligach, Timothy A. Miller, John R. Caskey, Brihat Sharma, Matthew M. Churpek, Majid Afshar
DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing. J. Biomed. Informatics 138 (2023)
Yanjun Gao, Dmitriy Dligach, Timothy A. Miller, Samuel Tesch, Ryan Laffin, Matthew M. Churpek, Majid Afshar
Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding. LREC (2022)
Yanjun Gao, Dmitriy Dligach, Leslie Christensen, Samuel Tesch, Ryan Laffin, Dongfang Xu, Timothy A. Miller, Özlem Uzuner, Matthew M. Churpek, Majid Afshar
A scoping review of publicly available language tasks in clinical natural language processing. J. Am. Medical Informatics Assoc. 29 (10) (2022)
Yanjun Gao, Dmitriy Dligach, Timothy A. Miller, Samuel Tesch, Ryan Laffin, Matthew M. Churpek, Majid Afshar
Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding. CoRR (2022)
Meliha Yetisgen, Özlem Uzuner, Yanjun Gao, Diwakar Mahajan
Call for papers: Special issue on clinical natural language processing for secondary use applications. J. Biomed. Informatics 133 (2022)
Yanjun Gao, Su Luan Wong, Mas Nida Md. Khambari, Nooreen Noordin
A bibliometric analysis of online faculty professional development in higher education. Res. Pract. Technol. Enhanc. Learn. 17 (1) (2022)
Patricia Marybelle Davies, Rebecca J. Passonneau, Smaranda Muresan, Yanjun Gao
Analytical Techniques for Developing Argumentative Writing in STEM: A Pilot Study. IEEE Trans. Educ. 65 (3) (2022)
Yanjun Gao, Dmitriy Dligach, Timothy A. Miller, John Caskey, Brihat Sharma, Matthew M. Churpek, Majid Afshar
DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing. CoRR (2022)
Yanjun Gao, Dmitriy Dligach, Timothy A. Miller, Dongfang Xu, Matthew M. Churpek, Majid Afshar
Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models. CoRR (2022)
Yanjun Gao, Dmitriy Dligach, Timothy Miller, Dongfang Xu, Matthew M. Churpek, Majid Afshar
Summarizing Patients' Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models. COLING (2022)
Yanjun Gao, Lulu Liu, Jason Wang, Xin Chen, Huayan Wang, Rui Zhang
EVOQUER: Enhancing Temporal Grounding with Video-Pivoted BackQuery Generation. CoRR (2021)
Yanjun Gao, Rebecca J. Passonneau
Automated Assessment of Quality and Coverage of Ideas in Students' Source-Based Writing. AIED (2) (2021)
Yanjun Gao, Ting-Hao Huang, Rebecca J. Passonneau
ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences. ACL/IJCNLP (1) (2021)
Yanjun Gao, Dmitriy Dligach, Leslie Christensen, Samuel Tesch, Ryan Laffin, Dongfang Xu, Timothy Miller, Özlem Uzuner, Matthew M. Churpek, Majid Afshar
A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing. CoRR (2021)
Yanjun Gao, Ting-Hao Huang, Rebecca J. Passonneau
ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences. CoRR (2021)
Yanjun Gao, Alex Driban, Brennan Xavier McManus, Elena Musi, Patricia M. Davies, Smaranda Muresan, Rebecca J. Passonneau
Rubric Reliability and Annotation of Content and Argument in Source-Based Argument Essays. BEA@ACL (2019)
Yanjun Gao, Chen Sun, Rebecca J. Passonneau
Automated Pyramid Summarization Evaluation. CoNLL (2019)
Boce Xue, Baohua Chang, Guodong Peng, Yanjun Gao, Zhijie Tian, Dong Du, Guoqing Wang
A Vision Based Detection Method for Narrow Butt Joints and a Robotic Seam Tracking System. Sensors 19 (5) (2019)
Yanjun Gao, Patricia M. Davies, Rebecca J. Passonneau
Automated Content Analysis: A Case Study of Computer Science Student Summaries. BEA@NAACL-HLT (2018)
Yanjun Gao, Andrew Warner, Rebecca J. Passonneau
PyrEval: An Automated Method for Summary Content Analysis. LREC (2018)
Yanjun Gao, Madhu C. Reddy, Bernard J. Jansen
ShopWithMe!: Collaborative Information Searching and Shopping for Online Retail. HICSS (2017)
Yanjun Gao, Madhu C. Reddy, Bernard J. Jansen
Shop Together, Search Together: Collaborative E-commerce. CHI Extended Abstracts (2016)