Yilun Zhu
14 papers · 2019–2026 · 8 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (30) 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird
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Renaissance Researcher
(5)
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Unstoppable · Bronze
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The Questioner
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Century Club · Bronze
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Research topics
Machine Learning
(11)
Learning Types · Machine Learning
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Artificial Intelligence
(5)
Natural Language Processing
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Core AI
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Core Methods
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Deep Learning
(4)
Optimization & Theory
(4)
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Understanding
(3)
Interdisciplinary
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Applications
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Learning Types · Deep Learning
(2)
Linguistics
(2)
Keywords
coreference resolution
(5)
large language model
(3)
named entity recognition
(3)
out-of-domain evaluation
(3)
natural language processing
(2)
domain generalization
(2)
language model
(2)
connective detection
(2)
neural language model
(2)
contextual embedding
(2)
cross-domain evaluation
(2)
mention detection
(2)
dependency parsing
(1)
self-supervised learning
(1)
model evaluation
(1)
benchmark evaluation
(1)
entity linking
(1)
quantile regression
(1)
in-context learning
(1)
domain adaptation
(1)
Papers
Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context
ACL 2026
Hint-Augmented Re-ranking: Efficient Product Search using LLM-Based Query Decomposition
IJCNLP 2025
Can Large Language Models Understand Context?
EACL 2024
GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains
EMNLP 2024
Label Noise: Ignorance Is Bliss
NeurIPS 2024
SPLICE: A Singleton-Enhanced PipeLIne for Coreference REsolution
COLING 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
Mixture Proportion Estimation Beyond Irreducibility
ICML 2023
Findings of the Shared Task on Multilingual Coreference Resolution
COLING 2022
Anatomy of OntoGUM—Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms
EMNLP 2021
DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective Detection
EMNLP 2021
OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres
ACL 2021
GumDrop at the DISRPT2019 Shared Task: A Model Stacking Approach to Discourse Unit Segmentation and Connective Detection
NAACL 2019