Yunyi Zhang
15 papers · 2020–2026 · 5 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
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (38) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint
π€
Dynamic Duo
(13)
β‘
Prolific Year Β· Productive
β
The Questioner
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(84)
Top co-authors
Research topics
Machine Learning
(14)
Natural Language Processing
(13)
Applications Β· Natural Language Processing
(10)
Learning Types Β· Machine Learning
(10)
Artificial Intelligence
(8)
Core AI
(7)
Resources & Methods
(7)
Deep Learning
(6)
Learning Types Β· Deep Learning
(5)
Application Areas
(4)
Core Methods
(4)
Models
(2)
Understanding
(2)
Computer Science
(1)
Applications Β· Computer Science
(1)
Keywords
large language model
(5)
text classification
(3)
dense retrieval
(3)
contrastive learning
(2)
unsupervised learning
(2)
zero-shot learning
(2)
information retrieval
(2)
entity set expansion
(2)
seed-guided learning
(2)
taxonomy construction
(2)
ensemble learning
(1)
prompt engineering
(1)
topic modeling
(1)
named entity recognition
(1)
data augmentation
(1)
domain adaptation
(1)
weakly supervised learning
(1)
hierarchical classification
(1)
news analysis
(1)
fine-grained classification
(1)
Papers
Zero-Shot Open-Schema Entity Structure Discovery
EACL 2026
A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion
ACL 2025
Is Your LLM Outdated? A Deep Look at Temporal Generalization
NAACL 2025
LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval
EMNLP 2025
Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking
EMNLP 2025
Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events
ACL 2025
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora
ACL 2025
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains
AAAI 2024
Taxonomy-guided Semantic Indexing for Academic Paper Search
EMNLP 2024
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training
EMNLP 2023
Corpus-based Open-Domain Event Type Induction
EMNLP 2021
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training
EMNLP 2021
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup
ACL 2021
Empower Entity Set Expansion via Language Model Probing
ACL 2020
Text Classification Using Label Names Only: A Language Model Self-Training Approach
EMNLP 2020