| 2026 | ACL | Agree, Disagree, Explain: Decomposing Human Label Variation in NLI through the Lens of Explanations. | Pingjun Hong, Beiduo Chen, Siyao Peng, Marie-Catherine de Marneffe, Benjamin Roth, Barbara Plank |
| 2026 | ACL | EVADE: LLM-Based Explanation Generation and Validation for Error Detection in NLI. | Longfei Zuo, Barbara Plank, Siyao Peng |
| 2026 | LREC | Information Asymmetry across Language Varieties: A Case Study on Cantonese-Mandarin and Bavarian-German QA. | Renhao Pei, Siyao Peng, Verena Blaschke, Robert Litschko, Barbara Plank |
| 2025 | ACL | A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI. | Beiduo Chen, Siyao Peng, Anna Korhonen, Barbara Plank |
| 2025 | EMNLP | LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference. | Pingjun Hong, Beiduo Chen, Siyao Peng, Marie-Catherine de Marneffe, Barbara Plank |
| 2025 | EMNLP | What Media Frames Reveal About Stance: A Dataset and Study about Memes in Climate Change Discourse. | Shijia Zhou, Siyao Peng, Simon Luebke, Jrg Haler, Mario Haim, Saif M. Mohammad, Barbara Plank |
| 2025 | INLG | References Matter: Investigating the Impact of Reference Set Variation on Summarization Evaluation. | Silvia Casola, Yang Janet Liu, Siyao Peng, Oliver Kraus, Albert Gatt, Barbara Plank |
| 2024 | ACL | VariErr NLI: Separating Annotation Error from Human Label Variation. | Leon Weber-Genzel, Siyao Peng, Marie-Catherine de Marneffe, Barbara Plank |
| 2024 | COLING | MaiBaam: A Multi-Dialectal Bavarian Universal Dependency Treebank. | Verena Blaschke, Barbara Kovacic, Siyao Peng, Hinrich Schtze, Barbara Plank |
| 2024 | COLING | Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian Dialectal Data. | Siyao Peng, Zihang Sun, Huangyan Shan, Marie Kolm, Verena Blaschke, Ekaterina Artemova, Barbara Plank |
| 2024 | COLING | SPLICE: A Singleton-Enhanced PipeLIne for Coreference REsolution. | Yilun Zhu, Siyao Peng, Sameer Pradhan, Amir Zeldes |
| 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 |
| 2023 | IJCNLP | Incorporating Singletons and Mention-based Features in Coreference Resolution via Multi-task Learning for Better Generalization. | Yilun Zhu, Siyao Peng, Sameer Pradhan, Amir Zeldes |
| 2022 | IJCNLP | GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse Parsing. | Siyao Peng, Yang Janet Liu, Amir Zeldes |
| 2020 | LREC | AMALGUM - A Free, Balanced, Multilayer English Web Corpus. | Luke Gessler, Siyao Peng, Yang Liu, Yilun Zhu, Shabnam Behzad, Amir Zeldes |
| 2020 | LREC | A Corpus of Adpositional Supersenses for Mandarin Chinese. | Siyao Peng, Yang Liu, Yilun Zhu, Austin Blodgett, Yushi Zhao, Nathan Schneider |
| 2019 | CIKM | Modeling Long-Range Context for Concurrent Dialogue Acts Recognition. | Yue Yu, Siyao Peng, Grace Hui Yang |