ConflictScore: Measuring How Language Models Handle Conflicting Evidence
Siyi Liu, Patrick Xia, et al. "ConflictScore: Measuring How Language Models Handle Conflicting Evidence." In submission.
You can download my full CV here.
Siyi Liu, Patrick Xia, et al. "ConflictScore: Measuring How Language Models Handle Conflicting Evidence." In submission.
Xingyu Fu, Siyi Liu, et al. "DeeptraceReward: Learning Human-Perceived Fakeness in Generated Videos with Multimodal LLMs." NeurIPS GenProCC Workshop 2025.
Siyi Liu, Qiang Ning, et al. "Open Domain Question Answering with Conflicting Contexts." NAACL 2025 Findings.
Siyi Liu, Kishaloy Halder, et al. "Towards Long Context Hallucination Detection." NAACL 2025 Findings.
Nishanth Nakshatri, Siyi Liu, Sihao Chen, Daniel Hopkins, Dan Roth, Dan Goldwasser. "Using LLM for Improving Key Event Discovery: Temporal-Guided News Stream Clustering with Event Summaries." EMNLP 2023.
Siyi Liu, Hongming Zhang, Hongwei Wang, Kaiqiang Song, Dan Roth, Dong Yu. "Open-Domain Event Graph Induction for Mitigating Framing Bias." arXiv.
Sihao Chen*, Siyi Liu*, Xander Uyttendaele, Yi Zhang, William Bruno, Dan Roth. "Design Challenges for a Multi-Perspective Search Engine." NAACL 2022 Findings.
Siyi Liu, Sihao Chen, Xander Uyttendaele, Dan Roth. "MultiOpEd: A Corpus of Multi-Perspective News Editorials." NAACL 2021.
Siyi Liu*, Ziang Leng*, Derry Wijaya. "Learning to Mirror Speaking Styles Incrementally." arXiv.
Siyi Liu, Lei Guo, Kate Mays, Margrit Betke, Derry Tanti Wijaya. "Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding US Gun Violence." CoNLL 2019.