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