Author

Xiaoying Song

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#natural language process... Preprint Oct 2026

Fin_Agent at FinEval 2026: Task-Aware Methods for Multilingual Financial NLP

We present Fin_Agent, our submission to the FinEval 2026 shared task on multilingual fi nancial language understanding. Our sys tems address Greek financial named-entity recognition, Japanese implicit communication recognition, and multilingual financial ques tion answering. For Greek NER, we com bine annotation-aware...

Mohotarema Rashid, Tanzina Hossain, Xiao-Ying Song et al. · 1 citation · ⚡1

Preprint Aug 2026

Ask or Answer: A Decision Framework for Multi-Turn Health Misinformation Intervention

Correcting health misinformation in dialogue requires more than producing a factual rebuttal: users differ in what they know, what they believe, and what they need to hear, so an effective intervention often depends on first asking the right clarifying question. Yet existing methods either respond immediately or probe...

Xiaoying Song, Anirban Saha Anik, Jinyu Liu et al. · 0 citations

Jul 2026

SciClaimSeekers at CheckThat! 2026: Retrieving Scientific Sources for Social Media Claims with LLM Reranking

The experiment suggests that large pre-trained models, when combined into a careful pipeline, can be competitive with fine-tuned approaches on this task and may even be competitive with fine-tuned approaches on this task.

Mohotarema Rashid, Nansu Baniya, Anirban Saha Anik et al. · arXiv.org · 0 citations