Author

Siyao Peng

Observed name: Peng, Siyao

Institutions: Georgetown University, Munich Center for Machine Learning, Ludwig-Maximilians-Universität München, UCLouvain

Observed institutions: University of Vienna, Georgetown University, Tencent (China), University of Cambridge, Munich Center for Machine Learning, Ludwig-Maximilians-Universität München, UCLouvain

OpenAlex ID: A5008224824

DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective Detection

2021 · Luke Gessler, Shabnam Behzad, et al. · 22

All Roads Lead to UD: Converting Stanford and Penn Parses to English Universal Dependencies with Multilayer Annotations

2019 · Peng, Siyao, Zeldes, Amir · arXiv (Cornell University) · 14

GumDrop at the DISRPT2019 Shared Task: A Model Stacking Approach to Discourse Unit Segmentation and Connective Detection

2019 · Yue Yu, Yilun Zhu, et al. · 12

Modeling Long-Range Context for Concurrent Dialogue Acts Recognition

2019 · Yue Yu, Siyao Peng, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 11

eRST: A Signaled Graph Theory of Discourse Relations and Organization

2024 · Amir Zeldes, Tatsuya Aoyama, et al. · Computational Linguistics · 10

AMALGUM -- A Free, Balanced, Multilayer English Web Corpus

2020 · Gessler, Luke, Peng, Siyao, et al. · arXiv (Cornell University) · 7

Adpositional Supersenses for Mandarin Chinese

2018 · Zhu, Yilun, Liu, Yang, et al. · arXiv (Cornell University) · 7

GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic Evaluation

2023 · Tatsuya Aoyama, Shabnam Behzad, et al. · Linguistic Annotation Workshop · 6

A Corpus of Adpositional Supersenses for Mandarin Chinese

2020 · Peng, Siyao, Liu, Yang, et al. · arXiv (Cornell University) · 6

VariErr NLI: Separating Annotation Error from Human Label Variation

2024 · Leon Weber-Genzel, Siyao Peng, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 5

MultiClimate: Multimodal Stance Detection on Climate Change Videos

2024 · Jiawen Wang, Longfei Zuo, et al. · 5

GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse Parsing

2022 · Peng, Siyao, Liu, Yang Janet, et al. · arXiv (Cornell University) · 5

Tencent submission for WMT20 Quality Estimation Shared Task

2020 · Haijiang Wu, Zixuan Wang, et al. · Conference on Machine Translation (WMT) · 5

Incorporating Singletons and Mention-based Features in Coreference Resolution via Multi-task Learning for Better Generalization

2023 · Yilun Zhu, Siyao Peng, et al. · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL) · 3

Chinese Discourse Annotation Reference Manual

2022 · Peng, Siyao, Liu, Yang Janet, et al. · arXiv (Cornell University) · 3

A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI

2025 · Beiduo Chen, Siyao Peng, et al. · 2

“Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations?

2024 · Beiduo Chen, Xinpeng Wang, et al. · 2

GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse Parsing

2022 · Siyao Peng, Yang Janet Liu, et al. · Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing (AACL-IJCNLP) · 2

LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference

2025 · Pingjun Hong, Beiduo Chen, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1

What Media Frames Reveal About Stance: A Dataset and Study about Memes in Climate Change Discourse

2025 · Shijia Zhou, Siyao Peng, et al. · 1

CLIMATELI: Evaluating Entity Linking on Climate Change Data

2024 · Shijia Zhou, Siyao Peng, et al. · 1

PASTRIE: A Corpus of Prepositions Annotated with Supersense Tags in Reddit International English

2021 · Kranzlein, Michael, Manning, Emma, et al. · arXiv (Cornell University) · 1

Overview of AMALGUM - Large Silver Quality Annotations across English Genres

2021 · Gessler, Luke D., Peng, Siyao, et al. · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · 1

GUMBY - A Free, Balanced, and Rich English Web Corpus.

2020 · Luke Gessler, Siyao Peng, et al. · Language Resources and Evaluation · 1

Evade: LLM-Based Explanation Generation and Validation for Error Detection in NLI

2026 · Association for Computational Linguistics 2026, Peng, Siyao, et al. · Underline Science Inc.

Works count: 39

Citation count: 133

H-index: 7

I10-index: 5