Yunyi Zhang
16 papers · 2020–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Conference Polyglot (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(44)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π€
Dynamic Duo
(13)
β
The Questioner
β‘
Prolific Year
(6)
ποΈ
Keyword Collector
(85)
π
Century Club
(15)
Conferences
EMNLP (7)
ACL (5)
AAAI (1)
EACL (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
large language model
(5)
text classification
(3)
contrastive learning
(3)
dense retrieval
(3)
taxonomy construction
(2)
information retrieval
(2)
zero-shot learning
(2)
representation learning
(2)
entity set expansion
(2)
memory optimization
(2)
unsupervised learning
(2)
gradient caching
(2)
seed-guided learning
(2)
named entity recognition
(1)
topic modeling
(1)
ensemble learning
(1)
prompt engineering
(1)
data augmentation
(1)
domain adaptation
(1)
weakly supervised learning
(1)
Papers
Zero-Shot Open-Schema Entity Structure Discovery
EACL 2026
Is Your LLM Outdated? A Deep Look at Temporal Generalization
NAACL 2025
LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval
EMNLP 2025
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora
ACL 2025
A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion
ACL 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
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
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup
ACL 2021
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training
EMNLP 2021
Corpus-based Open-Domain Event Type Induction
EMNLP 2021
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup
IJCNLP 2021
Text Classification Using Label Names Only: A Language Model Self-Training Approach
EMNLP 2020
Empower Entity Set Expansion via Language Model Probing
ACL 2020