| 2026 | ACL | SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding. | Runcong Zhao, Qinglin Zhu, Hainiu Xu, Bin Liang, Lin Gui, Yulan He |
| 2025 | EMNLP | AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment. | Jiazheng Li, Artem Bobrov, Runcong Zhao, Cesare Aloisi, Yulan He |
| 2025 | EMNLP | LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop. | Runcong Zhao, Artem Bobrov, Jiazheng Li, Cesare Aloisi, Yulan He |
| 2025 | EMNLP | Sparse Activation Editing for Reliable Instruction Following in Narratives. | Runcong Zhao, Chengyu Cao, Qinglin Zhu, Xiucheng Lyu, Shun Shao, Lin Gui, Ruifeng Xu, Yulan He |
| 2025 | ICML | Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration. | Qinglin Zhu, Runcong Zhao, Hanqi Yan, Yulan He, Yudong Chen, Lin Gui |
| 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 | ACL | Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives. | Runcong Zhao, Qinglin Zhu, Hainiu Xu, Jiazheng Li, Yuxiang Zhou, Yulan He, Lin Gui |
| 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 |
| 2023 | SIGIR | Cone: Unsupervised Contrastive Opinion Extraction. | Runcong Zhao, Lin Gui, Yulan He |
| 2021 | EACL | Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews. | Runcong Zhao, Lin Gui, Gabriele Pergola, Yulan He |