Are we building on the rock? on the importance of data preprocessing for code summarization

Lin Shi, Fangwen Mu, Song Wang, +5

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering

EngineeringData PreparationEntity SummarizationCode SummarizationSoftware Engineering +22

Closing the gap between open source and commercial large language models for medical evidence summarization

Gongbo Zhang, Qiao Jin, Yiliang Zhou, +10

npj Digital Medicine

Natural Language ProcessingEngineeringMedicineOpen SourceComputational Linguistics +12

Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification

Yaqing Wang, Song Wang, Quanming Yao, +1

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study

Gregory Holste, Song Wang, Ziyu Jiang, +5

Lecture notes in computer science

Medical ImagingThorax DiseasesMedicineDiagnosisLong-tailed Classification +10

CLEAR

Moshi Wei, Nima Shiri Harzevili, Yuchao Huang, +2

Proceedings of the 44th International Conference on Software Engineering

Natural Language ProcessingEngineeringInformation RetrievalSemantic SearchIntelligent Information Retrieval +10

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge

Gregory Holste, Yiliang Zhou, Song Wang, +22

Medical Image Analysis

EngineeringMedical ImagingMedicineDiagnosisComputer-aided Diagnosis +9

Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization

Pengcheng He, Baolin Peng, Song Wang, +9

EngineeringLanguage ProcessingText MiningAutomatic SummarizationNatural Language Processing +21

Caffeic acid attenuates irradiation-induced hematopoietic stem cell apoptosis through inhibiting mitochondrial damage

Xinmiao Wang, Weinian Liao, Jun Chen, +8

Experimental Cell Research

Mitochondrial DamageHealth SciencesMedicineLipid PeroxidationApoptosis +8

An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives

Song Wang, Yifang Dang, Zhaoyi Sun, +5

Journal of the American Medical Informatics Association

Multi-Domain Multi-Task Rehearsal for Lifelong Learning

Fan Lyu, Shuai Wang, Wei Feng, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Llm Fine-tuningUnpredictable Domain ShiftEngineeringMachine LearningEducation +17