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- -- Overview of the 9th Social Media Mining for Health Applications (#SMM4H) Shared Tasks at ACL 2024 – Large Language Models and Generalizability for Social Media NLP. - (Xu et al., SMM4H 2024) -
- Read Paper -- Overview of #SMM4H 2024 – Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in French, German, and Japanese. - (Raithel et al., SMM4H@ACL 2024) -
- Read Paper -- Improving Self-training with Prototypical Learning for Source-Free Domain Adaptation on Clinical Text. - (Shimizu et al., BioNLP@ACL, 2024) -
- Read Paper -- Evaluating the Robustness of Adverse Drug Event Classification Models Using Templates. - (MacPhail et al., BioNLP@ACL, 2024) -
- Read Paper -- DFKI-NLP at SemEval-2024 Task 2: Towards Robust LLMs Using Data Perturbations and MinMax Training. - (Verma & Raithel, SemEval@NAACL) -
- Read Paper -- A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages. - (Raithel* & Yeh* et al., LREC-COLING, 2024) -
- Read Paper -- Assessing Authenticity and Anonymity of Synthetic User-generated Content in the Medical Domain. - (Nishiyama* & Raithel* et al., CALDPseudo@EACL, 2024) -
- Read Paper -- Investigating the Impact of AI on Shared Decision-Making in Post-Kidney Transplant Care (PRIMA-AI): - Protocol for a Randomized Controlled Trial. (Osmanodja et al., JMIR Research Protocols) -
- Read Paper -- XAI for Better Exploitation of Text in Medical Decision Support. - (Ravichandran et al., BioNLP) -
- Read Paper -- Prospectively Investigating the Impact of AI on Shared Decision Making in Post-Kidney Transplant Care (PRIMA-AI): - Protocol for a Longitudinal Qualitative Study. (Sassi et al., BMJ Open) -
- Read Paper -- The Influence of Artificial Intelligence on Shared Decision Making in Nephrology. - (Samhammer et al., The Digitalization of Healthcare for Older Adults) -
- Read Paper -- Retrieval-Augmented Knowledge Integration into Language Models: A Survey. - (Chen et al., KnowledgeLM) -
- Read Paper -- Towards ML-Supported Triage Prediction in Real-World Emergency Room Scenarios. - (Maschhur et al., BioNLP) -
- Read Paper -- Dynamic Prompting: Large Language Models for Task-Oriented Dialog. - (Nehring et al., CLiC-it) -
- Read Paper -- Findings of the WMT 2024 Biomedical Translation Shared Task: Test Sets on Abstract Level. - (Neves et al., WMT24) -
- Read Paper -- Large Language Models for Clinical Text Cleansing: Enhance Medical Concept Normalization. - (Abdulnazar et al., IEEE Access) -
- Read Paper -- Vital Sign Forecasting in Perioperative Patients in General Wards. - (Mosch et al., The Digitalization of Healthcare for Older Adults) -
- Read Paper -- Unsupervised SapBERT-based Bi-Encoders for Medical Concept Annotation: Clinical Narratives with SNOMED CT. - (Abdulnazar et al., Sage Digital Health) -
- Read Paper -- Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment. - (Pickering et al., Now Publishers, Inc.) -
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