Siyao Peng
22 papers · 2018–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
🗺️ Taxonomy Completionist (38) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(13)
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
❓
The Questioner
(2)
💎
Century Club · Bronze
🌈
Renaissance Researcher
(5)
🗃️
Keyword Collector
(115)
Top co-authors
Research topics
Natural Language Processing
(16)
Machine Learning
(13)
Applications
(10)
Learning Types
(7)
Understanding
(7)
Artificial Intelligence
(6)
Core AI
(6)
Core Methods
(5)
Resources & Methods
(5)
Interdisciplinary
(4)
Deep Learning
(3)
Application Areas
(3)
Linguistics
(3)
Architectures
(2)
Computer Science
(1)
Keywords
named entity recognition
(6)
natural language inference
(4)
human label variation
(3)
coreference resolution
(3)
annotation error
(2)
stance detection
(2)
large language model
(2)
annotator disagreement
(2)
connective detection
(2)
human judgment distribution
(2)
universal dependencies
(2)
benchmark evaluation
(2)
sequence labeling
(1)
machine translation
(1)
knowledge distillation
(1)
ensemble learning
(1)
multi-task learning
(1)
weakly supervised learning
(1)
cross-domain learning
(1)
attention mechanism
(1)
Papers
A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI
ACL 2025
BoN Appetit Team at LeWiDi-2025: Best-of-N Test-time Scaling Can Not Stomach Annotation Disagreements (Yet)
EMNLP 2025
LeWiDi-2025 at NLPerspectives: Third Edition of the Learning with Disagreements Shared Task
EMNLP 2025
LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference
EMNLP 2025
What Media Frames Reveal About Stance: A Dataset and Study about Memes in Climate Change Discourse
EMNLP 2025
CLIMATELI: Evaluating Entity Linking on Climate Change Data
ACL 2024
Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations
EACL 2024
EEVEE: An Easy Annotation Tool for Natural Language Processing
EACL 2024
MaiBaam: A Multi-Dialectal Bavarian Universal Dependency Treebank
COLING 2024
MultiClimate: Multimodal Stance Detection on Climate Change Videos
EMNLP 2024
Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian Dialectal Data
COLING 2024
“Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations?
EMNLP 2024
SPLICE: A Singleton-Enhanced PipeLIne for Coreference REsolution
COLING 2024
VariErr NLI: Separating Annotation Error from Human Label Variation
ACL 2024
GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic Evaluation
ACL 2023
Incorporating Singletons and Mention-based Features in Coreference Resolution via Multi-task Learning for Better Generalization
IJCNLP 2023
GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse Parsing
AACL 2022
DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective Detection
EMNLP 2021
PASTRIE: A Corpus of Prepositions Annotated with Supersense Tags in Reddit International English
COLING 2020
Tencent submission for WMT20 Quality Estimation Shared Task
EMNLP 2020
GumDrop at the DISRPT2019 Shared Task: A Model Stacking Approach to Discourse Unit Segmentation and Connective Detection
NAACL 2019
All Roads Lead to UD: Converting Stanford and Penn Parses to English Universal Dependencies with Multilayer Annotations
COLING 2018