Abstract is missing.
- Explainable Assessment of Healthcare Articles with QAAlodie Boissonnet, Marzieh Saeidi, Vassilis Plachouras, Andreas Vlachos 0001. 1-9 [doi]
- A sequence-to-sequence approach for document-level relation extractionJohn M. Giorgi, Gary D. Bader, Bo Wang. 10-25 [doi]
- Position-based Prompting for Health Outcome GenerationMicheal Abaho, Danushka Bollegala, Paula Williamson, Susanna Dodd. 26-36 [doi]
- How You Say It Matters: Measuring the Impact of Verbal Disfluency Tags on Automated Dementia DetectionShahla Farzana, Ashwin Deshpande, Natalie Parde. 37-48 [doi]
- Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-trainingAmir Soleimani, Vassilina Nikoulina, Benoît Favre, Salah Ait-Mokhtar. 49-62 [doi]
- Data Augmentation for Biomedical Factoid Question AnsweringDimitris Pappas, Prodromos Malakasiotis, Ion Androutsopoulos. 63-81 [doi]
- Slot Filling for Biomedical Information ExtractionYannis Papanikolaou, Marlene Staib, Justin Joshua Grace, Francine Bennett. 82-90 [doi]
- Automatic Biomedical Term Clustering by Learning Fine-grained Term RepresentationsSihang Zeng, Zheng Yuan 0002, Sheng Yu 0002. 91-96 [doi]
- BioBART: Pretraining and Evaluation of A Biomedical Generative Language ModelHongyi Yuan, Zheng Yuan 0002, Ruyi Gan, Jiaxing Zhang, Yutao Xie, Sheng Yu 0002. 97-109 [doi]
- Incorporating Medical Knowledge to Transformer-based Language Models for Medical Dialogue GenerationUsman Naseem, Ajay Bandi, Shaina Raza, Junaid Rashid, Bharathi Raja Chakravarthi. 110-115 [doi]
- Memory-aligned Knowledge Graph for Clinically Accurate Radiology Image Report GenerationSixing Yan. 116-122 [doi]
- Simple Semantic-based Data Augmentation for Named Entity Recognition in Biomedical TextsUyen Phan, Nhung Nguyen. 123-129 [doi]
- Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training DataTaiki Watanabe, Tomoya Ichikawa, Akihiro Tamura, Tomoya Iwakura, Chunpeng Ma, Tsuneo Kato. 130-139 [doi]
- SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association StudySamuel Cahyawijaya, Tiezheng Yu, Zihan Liu, Xiaopu Zhou, Tze Wing Tiffany Mak, Nancy Y. Ip, Pascale Fung. 140-154 [doi]
- Biomedical NER using Novel Schema and Distant SupervisionAnshita Khandelwal, Alok Kar, Veera Raghavendra Chikka, Kamalakar Karlapalem. 155-160 [doi]
- Improving Supervised Drug-Protein Relation Extraction with Distantly Supervised ModelsNaoki Iinuma, Makoto Miwa, Yutaka Sasaki. 161-170 [doi]
- Named Entity Recognition for Cancer Immunology Research Using Distant SupervisionHai-Long Trieu, Makoto Miwa, Sophia Ananiadou. 171-177 [doi]
- Intra-Template Entity Compatibility based Slot-Filling for Clinical Trial Information ExtractionChristian Witte, Philipp Cimiano. 178-192 [doi]
- Pretrained Biomedical Language Models for Clinical NLP in SpanishCasimiro Pio Carrino, Joan Llop, Marc Pàmies, Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Joaquín Silveira-Ocampo, Alfonso Valencia, Aitor Gonzalez-Agirre, Marta Villegas. 193-199 [doi]
- Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical TextsSaadullah Amin, Noon Pokaratsiri Goldstein, Morgan Kelly Wixted, Alejandro García-Rudolph, Catalina Martínez-Costa, Guenter Neumann. 200-211 [doi]
- VPAI_Lab at MedVidQA 2022: A Two-Stage Cross-modal Fusion Method for Medical Instructional Video ClassificationBin Li, Yixuan Weng, Fei Xia, Bin Sun 0001, Shutao Li. 212-219 [doi]
- GenCompareSum: a hybrid unsupervised summarization method using salienceJennifer Bishop, Qianqian Xie, Sophia Ananiadou. 220-240 [doi]
- BioCite: A Deep Learning-based Citation Linkage Framework for Biomedical Research ArticlesSudipta Singha Roy, Robert E. Mercer. 241-251 [doi]
- Low Resource Causal Event Detection from Biomedical LiteratureZhengzhong Liang, Enrique Noriega-Atala, Clayton T. Morrison, Mihai Surdeanu. 252-263 [doi]
- Overview of the MedVidQA 2022 Shared Task on Medical Video Question-AnsweringDeepak Gupta, Dina Demner-Fushman. 264-274 [doi]
- Inter-annotator agreement is not the ceiling of machine learning performance: Evidence from a comprehensive set of simulationsRussell Richie, Sachin Grover, Fuchiang (Rich) Tsui. 275-284 [doi]
- Conversational Bots for Psychotherapy: A Study of Generative Transformer Models Using Domain-specific DialoguesAvisha Das, Salih Selek, Alia R. Warner, Xu Zuo, Yan Hu, Vipina Kuttichi Keloth, Jianfu Li, W. Jim Zheng, Hua Xu 0001. 285-297 [doi]
- BEEDS: Large-Scale Biomedical Event Extraction using Distant Supervision and Question AnsweringXing David Wang, Ulf Leser, Leon Weber. 298-309 [doi]
- Data Augmentation for Rare Symptoms in Vaccine Side-Effect DetectionBosung Kim, Ndapa Nakashole. 310-315 [doi]
- Improving Romanian BioNER Using a Biologically Inspired SystemMaria Mitrofan, Vasile Florian Pais. 316-322 [doi]
- BanglaBioMed: A Biomedical Named-Entity Annotated Corpus for Bangla (Bengali)Salim Sazzed. 323-329 [doi]
- ICDBigBird: A Contextual Embedding Model for ICD Code ClassificationGeorge Michalopoulos, Michal Malyska, Nicola Sahar, Alexander Wong, Helen H. Chen. 330-336 [doi]
- Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI EvaluationHillary Ngai, Frank Rudzicz. 337-344 [doi]
- DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials LiteratureAnjani Dhrangadhariya, Henning Müller. 345-358 [doi]
- EchoGen: Generating Conclusions from Echocardiogram NotesLiyan Tang, Shravan Kooragayalu, Yanshan Wang, Ying Ding 0001, Greg Durrett, Justin F. Rousseau, Yifan Peng. 359-368 [doi]
- Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health RecordKevin Xie, Brian Litt, Dan Roth, Colin A. Ellis. 369-375 [doi]
- Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark DatasetsMourad Sarrouti, Carson Tao, Yoann Mamy Randriamihaja. 376-382 [doi]
- Utility Preservation of Clinical Text After De-IdentificationThomas Vakili, Hercules Dalianis. 383-388 [doi]
- Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 CodingMatús Falis, Hang Dong, Alexandra Birch, Beatrice Alex. 389-401 [doi]
- Towards Automatic Curation of Antibiotic Resistance Genes via Statement Extraction from Scientific Papers: A Benchmark Dataset and ModelsSidhant Chandak, Liqing Zhang, Connor Brown, Lifu Huang. 402-411 [doi]
- Model Distillation for Faithful Explanations of Medical Code PredictionsZach Wood-Doughty, Isabel Cachola, Mark Dredze. 412-425 [doi]
- Towards Generalizable Methods for Automating Risk Score CalculationJennifer J. Liang, Eric Lehman, Ananya Iyengar, Diwakar Mahajan, Preethi Raghavan, Cindy Y. Chang, Peter Szolovits. 426-431 [doi]
- DoSSIER at MedVidQA 2022: Text-based Approaches to Medical Video Answer Localization ProblemWojciech Kusa, Georgios Peikos, Oscar Espitia, Allan Hanbury, Gabriella Pasi. 432-440 [doi]