Yao Ge - RankMe

17 papers Misc 2Journal 8Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Bridging AI, NLP, and Digital Health: A Bi-Directional Learning Experience at Emory University. MedInfo Chukwuemeka Ifechelobi, Sudeshna Das, Yuting Guo, Swati Rajwal, Yao Ge, Olabanjo Okunlola Ogunsola, Oluseye Ayodele Ajayi, Lisa Flowers, Abeed Sarker
2025	J	`jnl`	HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models. CoRR Yao Ge, Yuting Guo, Sudeshna Das, Swati Rajwal, Selen Bozkurt, Abeed Sarker
2025	J	`jnl`	Leveraging few-shot learning and large language models for analyzing blood pressure variations across biological sex from scientific literature. Comput. Biol. Medicine Yuting Guo, Seyedeh Somayyeh Mousavi, Yao Ge, Madhumita Baskaran, Reza Sameni, Abeed Sarker
2025	J	`jnl`	Retrieval augmented generation based dynamic prompting for few-shot biomedical named entity recognition using large language models. CoRR Yao Ge, Sudeshna Das, Yuting Guo, Abeed Sarker
2024	J	`jnl`	Reddit-Impacts: A Named Entity Recognition Dataset for Analyzing Clinical and Social Effects of Substance Use Derived from Social Media. CoRR Yao Ge, Sudeshna Das, Karen O'Connor, Mohammed Ali Al-Garadi, Graciela Gonzalez-Hernandez, Abeed Sarker
2024	J	`jnl`	Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data. CoRR Sudeshna Das, Yao Ge, Yuting Guo, Swati Rajwal, JaMor Hairston, Jeanne M. Powell, Drew Walker, Snigdha Peddireddy, Sahithi Lakamana, Selen Bozkurt, Matthew A. Reyna, Reza Sameni, Yunyu Xiao, Sangmi Kim, Rasheeta Chandler, Natalie Hernandez, Danielle Mowery, Rachel Wightman, Jennifer Love, Anthony Spadaro, Jeanmarie Perrone, Abeed Sarker
2023	—	`conf`	Data Augmentation with Nearest Neighbor Classifier for Few-Shot Named Entity Recognition. MedInfo Yao Ge, Mohammed Ali Al-Garadi, Abeed Sarker
2023	—	`conf`	Detection of Medication Mentions and Medication Change Events in Clinical Notes Using Transformer-Based Models. MedInfo Yuting Guo, Yao Ge, Abeed Sarker
2023	J	`jnl`	Few-shot learning for medical text: A review of advances, trends, and opportunities. J. Biomed. Informatics Yao Ge, Yuting Guo, Sudeshna Das, Mohammed Ali Al-Garadi, Abeed Sarker
2022	—	`conf`	A comparison of few-shot and traditional named entity recognition models for medical text. ICHI Yao Ge, Yuting Guo, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker
2022	J	`jnl`	Few-shot learning for medical text: A systematic review. CoRR Yao Ge, Yuting Guo, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker
2022	—	`conf`	How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation. ECIR (2) Hejie Cui, Jiaying Lu, Yao Ge, Carl Yang
2022	J	`jnl`	How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation. CoRR Hejie Cui, Jiaying Lu, Yao Ge, Carl Yang
2022	—	`conf`	Overview of the Seventh Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2022. SMM4H@COLING Davy Weissenbacher, Juan M. Banda, Vera Davydova, Darryl Estrada-Zavala, Luis Gascó Sánchez, Yao Ge, Yuting Guo, Ari Z. Klein, Martin Krallinger, Mathias Leddin, Arjun Magge, Raul Rodriguez-Esteban, Abeed Sarker, Ana Lucía Schmidt, Elena Tutubalina, Graciela Gonzalez-Hernandez
2021	Misc	`conf`	An Ensemble Model for Automatic Grading of Evidence. ALTA Yuting Guo, Yao Ge, Ruqi Liao, Abeed Sarker
2021	Misc	`conf`	Mining and characterizing long-COVID symptoms from self-reports on Reddit. AMIA Yao Ge, Yuting Guo, Abeed Sarker
2021	—	`conf`	Pre-trained Transformer-based Classification and Span Detection Models for Social Media Health Applications. SMM4H@NAACL-HLT Yuting Guo, Yao Ge, Mohammed Ali Al-Garadi, Abeed Sarker