Sophia Ananiadou
- Papers
- 17
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Authored papers
17Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models
arXiv 2026
Same Claim, Different Judgment: Benchmarking Scenario-Induced Bias in Multilingual Financial Misinformation Detection
arXiv 2026
Ebisu: Benchmarking Large Language Models in Japanese Finance
arXiv 2026
MentraSuite: Post-Training Large Language Models for Mental Health Reasoning and Assessment
arXiv 2025
DITING: A Multi-Agent Evaluation Framework for Benchmarking Web Novel Translation
arXiv 2025
From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models
arXiv 2025
Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models
arXiv 2025
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs
arXiv 2025
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation
arXiv 2025
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis
arXiv 2024
Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering
arXiv 2024
No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks
arXiv 2024
Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis
arXiv 2024
Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams
arXiv 2024
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model
arXiv 2024
Towards Interpretable Mental Health Analysis with Large Language Models
arXiv 2023
Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models
arXiv 2023
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