| 2025 | COLING | LlmLink: Dual LLMs for Dynamic Entity Linking on Long Narratives with Collaborative Memorisation and Prompt Optimisation. | Lixing Zhu, Jun Wang, Yulan He |
| 2024 | AAAI | NarrativePlay: An Automated System for Crafting Visual Worlds in Novels for Role-Playing. | Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui |
| 2024 | ACL | OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models. | Hainiu Xu, Runcong Zhao, Lixing Zhu, Jinhua Du, Yulan He |
| 2024 | EACL | NarrativePlay: Interactive Narrative Understanding. | Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui |
| 2023 | ACL | Disentangling Aspect and Stance via a Siamese Autoencoder for Aspect Clustering of Vaccination Opinions. | Lixing Zhu, Runcong Zhao, Gabriele Pergola, Yulan He |
| 2023 | EACL | PANACEA: An Automated Misinformation Detection System on COVID-19. | Runcong Zhao, Miguel Arana-Catania, Lixing Zhu, Elena Kochkina, Lin Gui, Arkaitz Zubiaga, Rob Procter, Maria Liakata, Yulan He |
| 2023 | EMNLP | Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding. | Lixing Zhu, Runcong Zhao, Lin Gui, Yulan He |
| 2022 | NAACL | Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media. | Lixing Zhu, Zheng Fang, Gabriele Pergola, Robert Procter, Yulan He |
| 2021 | ACL | Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection. | Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He |
| 2020 | ACL | Neural Temporal Opinion Modelling for Opinion Prediction on Twitter. | Lixing Zhu, Yulan He, Deyu Zhou |