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Paper A
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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)
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Paper B
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+ 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)
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Paper C
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+ Improving Self-training with Prototypical Learning for Source-Free Domain Adaptation on Clinical Text.
+ (Shimizu et al., BioNLP@ACL, 2024)
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Paper D
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+ Evaluating the Robustness of Adverse Drug Event Classification Models Using Templates.
+ (MacPhail et al., BioNLP@ACL, 2024)
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Paper E
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+ DFKI-NLP at SemEval-2024 Task 2: Towards Robust LLMs Using Data Perturbations and MinMax Training.
+ (Verma & Raithel, SemEval@NAACL)
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Paper F
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+ A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages.
+ (Raithel* & Yeh* et al., LREC-COLING, 2024)
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Paper G
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+ Assessing Authenticity and Anonymity of Synthetic User-generated Content in the Medical Domain.
+ (Nishiyama* & Raithel* et al., CALDPseudo@EACL, 2024)
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Paper H
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+ 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)
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Paper I
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+ XAI for Better Exploitation of Text in Medical Decision Support.
+ (Ravichandran et al., BioNLP)
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Paper J
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+ 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)
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Paper K
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+ The Influence of Artificial Intelligence on Shared Decision Making in Nephrology.
+ (Samhammer et al., The Digitalization of Healthcare for Older Adults)
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Paper L
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+ Retrieval-Augmented Knowledge Integration into Language Models: A Survey.
+ (Chen et al., KnowledgeLM)
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Paper M
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+ Towards ML-Supported Triage Prediction in Real-World Emergency Room Scenarios.
+ (Maschhur et al., BioNLP)
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Paper N
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+ Dynamic Prompting: Large Language Models for Task-Oriented Dialog.
+ (Nehring et al., CLiC-it)
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Paper O
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+ Findings of the WMT 2024 Biomedical Translation Shared Task: Test Sets on Abstract Level.
+ (Neves et al., WMT24)
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Paper P
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+ Large Language Models for Clinical Text Cleansing: Enhance Medical Concept Normalization.
+ (Abdulnazar et al., IEEE Access)
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Paper Q
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+ Vital Sign Forecasting in Perioperative Patients in General Wards.
+ (Mosch et al., The Digitalization of Healthcare for Older Adults)
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Paper R
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+ Unsupervised SapBERT-based Bi-Encoders for Medical Concept Annotation: Clinical Narratives with SNOMED CT.
+ (Abdulnazar et al., Sage Digital Health)
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Paper S
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+ Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment.
+ (Pickering et al., Now Publishers, Inc.)
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