Papers by Xiaohong Su
LI4: Label-Infused Iterative Information Interacting Based Fact Verification in Question-answering Dialogue (2024.lrec-main)
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| Challenge: | Existing studies on fact verification have failed to fully exploit question structures and ignoring relevant label information during the verification process. |
| Approach: | They propose a new approach for question-answering dialogue based fact verification using label-infused iterative information interacting. |
| Outcome: | The proposed approach achieves remarkable performance on HEALTHVER, FAVIQ, and COLLOQUIAL. |
TrendFact: A Benchmark Towards Hotspot Perception in Automatic Fact-Checking (2026.acl-long)
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Xiaocheng Zhang, Xi Wang, Yifei Lu, Jianing Wang, Zhuangzhuang Ye, Mengjiao Bao, Peng Yan, Xiaohong Su
| Challenge: | Existing benchmarks lack social metadata and evaluation framework to meet this urgent evaluation needs. |
| Approach: | They propose a benchmark capable of evaluating HPA and three fact-checking tasks. |
| Outcome: | The proposed framework improves HPA and computational efficiency for RLM-driven systems. |