Disparities in Multilingual LLM-Based Healthcare Q&A
Fuente:
arXiv
Saved in:
| Main Authors: | Schlicht, Ipek Baris, Sayin, Burcu, Zhao, Zhixue, Labonté, Frederik M., Barbera, Cesare, Viviani, Marco, Rosso, Paolo, Flek, Lucie |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Do LLMs Provide Consistent Answers to Health-Related Questions across Languages?
by: Schlicht, Ipek Baris, et al.
Published: (2025)
by: Schlicht, Ipek Baris, et al.
Published: (2025)
Pitfalls of Conversational LLMs on News Debiasing
by: Schlicht, Ipek Baris, et al.
Published: (2024)
by: Schlicht, Ipek Baris, et al.
Published: (2024)
On the Limitations of Language Targeted Pruning: Investigating the Calibration Language Impact in Multilingual LLM Pruning
by: Kurz, Simon, et al.
Published: (2024)
by: Kurz, Simon, et al.
Published: (2024)
PERSPECTRA: A Scalable and Configurable Pluralist Benchmark of Perspectives from Arguments
by: Nie, Shangrui, et al.
Published: (2026)
by: Nie, Shangrui, et al.
Published: (2026)
Exploring Robustness of Multilingual LLMs on Real-World Noisy Data
by: Aliakbarzadeh, Amirhossein, et al.
Published: (2025)
by: Aliakbarzadeh, Amirhossein, et al.
Published: (2025)
Survey-to-Behavior: Downstream Alignment of Human Values in LLMs via Survey Questions
by: Nie, Shangrui, et al.
Published: (2025)
by: Nie, Shangrui, et al.
Published: (2025)
Label-Consistent Data Generation for Aspect-Based Sentiment Analysis Using LLM Agents
by: Monfared, Mohammad H. A., et al.
Published: (2026)
by: Monfared, Mohammad H. A., et al.
Published: (2026)
Exploring Robustness of LLMs to Paraphrasing Based on Sociodemographic Factors
by: Arora, Pulkit, et al.
Published: (2025)
by: Arora, Pulkit, et al.
Published: (2025)
MedSyn: Enhancing Diagnostics with Human-AI Collaboration
by: Sayin, Burcu, et al.
Published: (2025)
by: Sayin, Burcu, et al.
Published: (2025)
MedGellan: LLM-Generated Medical Guidance to Support Physicians
by: Banerjee, Debodeep, et al.
Published: (2025)
by: Banerjee, Debodeep, et al.
Published: (2025)
Encoder Fine-tuning with Stochastic Sampling Outperforms Open-weight GPT in Astronomy Knowledge Extraction
by: Rawat, Shivam, et al.
Published: (2025)
by: Rawat, Shivam, et al.
Published: (2025)
Comparing Explanation Faithfulness between Multilingual and Monolingual Fine-tuned Language Models
by: Zhao, Zhixue, et al.
Published: (2024)
by: Zhao, Zhixue, et al.
Published: (2024)
SPOT: Bridging Natural Language and Geospatial Search for Investigative Journalists
by: Khellaf, Lynn, et al.
Published: (2025)
by: Khellaf, Lynn, et al.
Published: (2025)
IKnow: Instruction-Knowledge-Aware Continual Pretraining for Effective Domain Adaptation
by: Zhang, Tianyi, et al.
Published: (2025)
by: Zhang, Tianyi, et al.
Published: (2025)
Multi-Hop Reasoning for Question Answering with Hyperbolic Representations
by: Welz, Simon, et al.
Published: (2025)
by: Welz, Simon, et al.
Published: (2025)
Probing the Robustness of Theory of Mind in Large Language Models
by: Nickel, Christian, et al.
Published: (2024)
by: Nickel, Christian, et al.
Published: (2024)
Exploring Vision Language Models for Multimodal and Multilingual Stance Detection
by: Vasilakes, Jake, et al.
Published: (2025)
by: Vasilakes, Jake, et al.
Published: (2025)
Can LLM Agents Identify Spoken Dialects like a Linguist?
by: Bystrich, Tobias, et al.
Published: (2026)
by: Bystrich, Tobias, et al.
Published: (2026)
A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing
by: Lahnala, Allison, et al.
Published: (2022)
by: Lahnala, Allison, et al.
Published: (2022)
The Muddy Waters of Modeling Empathy in Language: The Practical Impacts of Theoretical Constructs
by: Lahnala, Allison, et al.
Published: (2025)
by: Lahnala, Allison, et al.
Published: (2025)
SCRum-9: Multilingual Stance Classification over Rumours on Social Media
by: Li, Yue, et al.
Published: (2025)
by: Li, Yue, et al.
Published: (2025)
Human-LLM Dialogue Improves Diagnostic Accuracy in Emergency Care
by: Sayin, Burcu, et al.
Published: (2026)
by: Sayin, Burcu, et al.
Published: (2026)
Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain
by: Sayin, Burcu, et al.
Published: (2024)
by: Sayin, Burcu, et al.
Published: (2024)
Understanding Artificial Theory of Mind: Perturbed Tasks and Reasoning in Large Language Models
by: Nickel, Christian, et al.
Published: (2026)
by: Nickel, Christian, et al.
Published: (2026)
More Agents Improve Math Problem Solving but Adversarial Robustness Gap Persists
by: Alavi, Khashayar, et al.
Published: (2025)
by: Alavi, Khashayar, et al.
Published: (2025)
Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives
by: Sarumi, Olufunke O., et al.
Published: (2025)
by: Sarumi, Olufunke O., et al.
Published: (2025)
ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving
by: Abedin, Zain Ul, et al.
Published: (2025)
by: Abedin, Zain Ul, et al.
Published: (2025)
Hybrid Decision Making via Conformal VLM-generated Guidance
by: Banerjee, Debodeep, et al.
Published: (2026)
by: Banerjee, Debodeep, et al.
Published: (2026)
Do Multilingual Large Language Models Mitigate Stereotype Bias?
by: Nie, Shangrui, et al.
Published: (2024)
by: Nie, Shangrui, et al.
Published: (2024)
Reasoning Primitives in Hybrid and Non-Hybrid LLMs: Do Architectural Differences Yield Advantages in State-Tracking and Recall?
by: Rawat, Shivam, et al.
Published: (2026)
by: Rawat, Shivam, et al.
Published: (2026)
Position: On the Methodological Pitfalls of Evaluating Base LLMs for Reasoning
by: Chan, Jason, et al.
Published: (2025)
by: Chan, Jason, et al.
Published: (2025)
Multilingual Irony Detection with Dependency Syntax and Neural Models
by: Cignarella, Alessandra Teresa, et al.
Published: (2020)
by: Cignarella, Alessandra Teresa, et al.
Published: (2020)
Reinforcement Learning Amplifies Emergent Misalignment from Harmless Rewards
by: Jørgenvåg, Magnus, et al.
Published: (2026)
by: Jørgenvåg, Magnus, et al.
Published: (2026)
ExU: AI Models for Examining Multilingual Disinformation Narratives and Understanding their Spread
by: Vasilakes, Jake, et al.
Published: (2024)
by: Vasilakes, Jake, et al.
Published: (2024)
Quantifying Language Disparities in Multilingual Large Language Models
by: Hu, Songbo, et al.
Published: (2025)
by: Hu, Songbo, et al.
Published: (2025)
Improving Low-Resource Dialect Classification Using Retrieval-based Voice Conversion
by: Fischbach, Lea, et al.
Published: (2025)
by: Fischbach, Lea, et al.
Published: (2025)
Can Stories Help LLMs Reason? Curating Information Space Through Narrative
by: Javadi, Vahid Sadiri, et al.
Published: (2024)
by: Javadi, Vahid Sadiri, et al.
Published: (2024)
HealthQ: Unveiling Questioning Capabilities of LLM Chains in Healthcare Conversations
by: Wang, Ziyu, et al.
Published: (2024)
by: Wang, Ziyu, et al.
Published: (2024)
Analyzing the temporal dynamics of linguistic features contained in misinformation
by: Schlicht, Erik J
Published: (2025)
by: Schlicht, Erik J
Published: (2025)
Conspiracy Frame: a Semiotically-Driven Approach for Conspiracy Theories Detection
by: Piva, Heidi Campana, et al.
Published: (2026)
by: Piva, Heidi Campana, et al.
Published: (2026)
Similar Items
-
Do LLMs Provide Consistent Answers to Health-Related Questions across Languages?
by: Schlicht, Ipek Baris, et al.
Published: (2025) -
Pitfalls of Conversational LLMs on News Debiasing
by: Schlicht, Ipek Baris, et al.
Published: (2024) -
On the Limitations of Language Targeted Pruning: Investigating the Calibration Language Impact in Multilingual LLM Pruning
by: Kurz, Simon, et al.
Published: (2024) -
PERSPECTRA: A Scalable and Configurable Pluralist Benchmark of Perspectives from Arguments
by: Nie, Shangrui, et al.
Published: (2026) -
Exploring Robustness of Multilingual LLMs on Real-World Noisy Data
by: Aliakbarzadeh, Amirhossein, et al.
Published: (2025)