| 2025 | ACL | Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study. | Bolei Ma, Berk Yoztyurk, Anna-Carolina Haensch, Xinpeng Wang, Markus Herklotz, Frauke Kreuter, Barbara Plank, Matthias Aenmacher |
| 2025 | HCI | Building Beyond Blocks: User-Centered Innovations in LEGO Design for Unleashing Creativity and Play. | Mengyuan Chen, Xipan Li, Yuqi Wang, Yuxin Jiang, Huiwen Li, Wei Liu, Mingze Sun, Liwei Wang, Xinpeng Wang, Jialin Wei, Xinyu Yang, Yinan Yang, Ziwei Yang, Xiangyi Zhu, Jing Ma, Mengzhen Xiao, Taiyu Huang, Jingpeng Jia, Ruonan Huang, Wei Liu |
| 2025 | ICLR | Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation. | Xinpeng Wang, Chengzhi Hu, Paul Rttger, Barbara Plank |
| 2024 | ACL | "My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models. | Xinpeng Wang, Bolei Ma, Chengzhi Hu, Leon Weber-Genzel, Paul Rttger, Frauke Kreuter, Dirk Hovy, Barbara Plank |
| 2024 | EMNLP | "Seeing the Big through the Small": Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? | Beiduo Chen, Xinpeng Wang, Siyao Peng, Robert Litschko, Anna Korhonen, Barbara Plank |
| 2024 | EMNLP | DAMRO: Dive into the Attention Mechanism of LVLM to Reduce Object Hallucination. | Xuan Gong, Tianshi Ming, Xinpeng Wang, Zhihua Wei |
| 2024 | EMNLP | The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models. | Bolei Ma, Xinpeng Wang, Tiancheng Hu, Anna-Carolina Haensch, Michael A. Hedderich, Barbara Plank, Frauke Kreuter |
| 2024 | IJCAI | On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models. | Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie |
| 2024 | IJCNN | Subgraph-Based Attention Network for Multi-Hop Question Answering. | Chuanyang Gong, Zhihua Wei, Xinpeng Wang, Rui Wang, Yu Li, Ping Zhu |
| 2023 | ACL | How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives. | Xinpeng Wang, Leonie Weissweiler, Hinrich Schtze, Barbara Plank |
| 2023 | EMNLP | Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets. | Han Jiang, Rui Wang, Zhihua Wei, Yu Li, Xinpeng Wang |
| 2023 | EMNLP | ACTOR: Active Learning with Annotator-specific Classification Heads to Embrace Human Label Variation. | Xinpeng Wang, Barbara Plank |
| 2023 | EMNLP | ToViLaG: Your Visual-Language Generative Model is Also An Evildoer. | Xinpeng Wang, Xiaoyuan Yi, Han Jiang, Shanlin Zhou, Zhihua Wei, Xing Xie |
| 2022 | COLING | CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and Emotions. | Xinpeng Wang, Han Jiang, Zhihua Wei, Shanlin Zhou |
| 2022 | DASFAA | Open-Domain Dialogue Generation Grounded with Dynamic Multi-form Knowledge Fusion. | Feifei Xu, Shanlin Zhou, Yunpu Ma, Xinpeng Wang, Wenkai Zhang, Zhisong Li |
| 2021 | IJCAI | Deep Reinforcement Learning for Multi-contact Motion Planning of Hexapod Robots. | Huiqiao Fu, Kaiqiang Tang, Peng Li, Wenqi Zhang, Xinpeng Wang, Guizhou Deng, Tao Wang, Chunlin Chen |
| 2020 | CIKM | Controllable Multi-Character Psychology-Oriented Story Generation. | Feifei Xu, Xinpeng Wang, Yunpu Ma, Volker Tresp, Yuyi Wang, Shanlin Zhou, Haizhou Du |
| 2015 | MMM | Outdoor Air Quality Inference from Single Image. | Zheng Zhang, Huadong Ma, Huiyuan Fu, Xinpeng Wang |