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20242026
most citedOutcome-Constrained Large Language Models for Countering Hate Speech

2 citations · 5 across the 12 of their papers we have counts for

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cs.CL2026

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

Mohotarema Rashid, Tanzina Hossain, Xiaoying Song +1

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 recognitio…

cs.AI2026

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

Xiaoying Song, Anirban Saha Anik, Jinyu Liu +3

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 e…

cs.IR2026

SourceMinds at CheckThat! 2026: NLI-Grounded Citation Auditing in a Multi-Agent Pipeline for Full Fact-Checking Article Generation

Farhan Sharukh Hasan, Anirban Saha Anik, Eric Liu +3

This paper presents our system for Task 3 of the CLEF 2026 CheckThat! Lab, which focuses on generating full fact-checking articles from claims, veracity labels, and evidence docume…

cs.IR2026

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

Mohotarema Rashid, Nansu Baniya, Anirban Saha Anik +2

Scientific claims often spread on social media faster than they can be verified, while posts rarely link to the original scholarly sources. To tackle this problem this paper presen…

cs.LG2026

Q-realign: Piggybacking Realignment on Quantization for Safe and Efficient LLM Deployment

Qitao Tan, Xiaoying Song, Ningxi Cheng +6

Public large language models (LLMs) are typically safety-aligned during pretraining, yet task-specific fine-tuning required for deployment often erodes this alignment and introduce…