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Sophia Ananiadou

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17

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17papers

Authored papers

17

Same Claim, Different Judgment: Benchmarking Scenario-Induced Bias in Multilingual Financial Misinformation Detection

arXiv 2026

2026

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

arXiv 2026

2026

Ebisu: Benchmarking Large Language Models in Japanese Finance

arXiv 2026

2026

MentraSuite: Post-Training Large Language Models for Mental Health Reasoning and Assessment

arXiv 2025

2025

DITING: A Multi-Agent Evaluation Framework for Benchmarking Web Novel Translation

arXiv 2025

2025

From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models

arXiv 2025

2025

Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models

arXiv 2025

2025

MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation

arXiv 2025

2025

MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs

arXiv 2025

2025

EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis

arXiv 2024

2024

Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering

arXiv 2024

2024

No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks

arXiv 2024

2024

ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model

arXiv 2024

2024

Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis

arXiv 2024

2024

Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams

arXiv 2024

2024

Towards Interpretable Mental Health Analysis with Large Language Models

arXiv 2023

2023

Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models

arXiv 2023

2023

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10

from 17 papers