Jennifer J. Liang

Orcid: 0000-0002-5197-1590

According to our database1, Jennifer J. Liang authored at least 23 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Overview of the 2022 n2c2 shared task on contextualized medication event extraction in clinical notes.
J. Biomed. Informatics, August, 2023

Extracting medication changes in clinical narratives using pre-trained language models.
J. Biomed. Informatics, March, 2023

2022
Learning to Ask Like a Physician.
CoRR, 2022

Towards Generalizable Methods for Automating Risk Score Calculation.
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

Hierarchy-aware Adverse Reaction Embeddings for Signal Detection.
Proceedings of the AMIA 2022, 2022

2021
emrKBQA: A Clinical Knowledge-Base Question Answering Dataset.
Proceedings of the 20th Workshop on Biomedical Language Processing, 2021

IBMResearch at MEDIQA 2021: Toward Improving Factual Correctness of Radiology Report Abstractive Summarization.
Proceedings of the 20th Workshop on Biomedical Language Processing, 2021

Extracting Daily Dosage from Medication Instructions in EHRs: An Automated Approach and Lessons Learned.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Evaluating Social Determinants of Health in Clinical Communications Data.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Reducing Physicians' Cognitive Load During Chart Review: A Problem-Oriented Summary of the Patient Electronic Record.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

An Exploration of Reasons Behind Drug De-escalation and Discontinuation Events in Clinical Notes.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

emrKBQA: Creating a Clinical Knowledge-Base Question Answering Dataset.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

KAAPA: Knowledge Aware Answers from PDF Analysis.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Timely and Efficient AI Insights on EHR: System Design.
Proceedings of the AMIA 2020, 2020

Extracting Multi-Dimensional Context for Medication Change Events in Clinical Narratives.
Proceedings of the AMIA 2020, 2020

Joint Modelling of Entities and Relations for Adverse Drug Event Extraction using Knowledge-aware Neural Attentive Deep Learning Models.
Proceedings of the AMIA 2020, 2020

2018
Annotating Electronic Medical Records for Question Answering.
CoRR, 2018

emrQA: A Large Corpus for Question Answering on Electronic Medical Records.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017
Automated problem list generation and physicians perspective from a pilot study.
Int. J. Medical Informatics, 2017

SemanticFind: Locating What You Want in a Patient Record, Not Just What You Ask For.
Proceedings of the Summit on Clinical Research Informatics, 2017

Ground Truth Creation for Complex Clinical NLP Tasks - an Iterative Vetting Approach and Lessons Learned.
Proceedings of the Summit on Clinical Research Informatics, 2017

2015
Toward Generating Domain-Specific / Personalized Problem Lists from Electronic Medical Records.
Proceedings of the 2015 AAAI Fall Symposia, Arlington, Virginia, USA, November 12-14, 2015, 2015


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