PhD Student, King's College London (KCL), Department of Informatics London, UK E-mail: siya.qi@kcl.ac.uk

About me

I received the bachelor degree in School of Computer Science of BUPT (2016-2020), and the master degree in School of Artificial Intelligence of BUPT (2020-2023). Now I am a Ph.D. student in King's College London (2023-Present), under the supervisor of Dr.Lin Gui, Dr.Zheng Yuan, and Prof.Yulan He.

Research

My research interests include

• LLM Hallucination

• Summarization

• Text Generation

• Graph Modeling

Recent Publications

1. Siya Qi, Rui Cao, Yulan He, Zheng Yuan, Evaluating LLMs’ Assessment of Mixed-Context Hallucination Through the Lens of Summarization [link]

2. Siya Qi, Yulan He, Zheng Yuan, Can We Catch the Elephant? The Evolvement of Hallucination Evaluation on Natural Language Generation: A Survey [link]

3. Siya Qi, Lei Li, Yiyang Li, Jin Jiang, Dingxin Hu, Yuze Li, Yingqi Zhu, Yanquan Zhou, Marina Litvak and Natalia Vanetik, SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph [link]

4. Lei Li, Yang Xie, Wei Liu, Yinan Liu, Yafei Jiang, Siya Qi, Xingyuan Li: CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization. SDP@EMNLP 2020: 225-234 [link]

5. Lei Li, Wei Liu, Marina Litvak, Natalia Vanetik, Jiacheng Pei, Yinan Liu, Siya Qi: Subjective Bias in Abstractive Summarization. CoRR abs/2106.10084 2021 [link]