Danqing Zhang
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Research topics
Natural Language Processing
(4)
Machine Learning
(3)
Artificial Intelligence
(2)
Learning Types
(2)
Understanding
(2)
Deep Learning
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Resources & Methods
(1)
Keywords
meta learning
(1)
reinforcement learning
(1)
few-shot learning
(1)
sequence labeling
(1)
text classification
(1)
named entity recognition
(1)
text generation
(1)
prompt learning
(1)
weak supervision
(1)
label noise
(1)
label hierarchy
(1)
tree search
(1)
vision-language model
(1)
pre-trained language model
(1)
textual entailment
(1)
multilingual natural language processing
(1)
noise-aware learning
(1)
biomedical ner
(1)
multi-stage training
(1)
web agent
(1)
Papers
LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications
NAACL 2025
SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models
NAACL 2022
Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning
NAACL 2021
MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision
EMNLP 2021
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data
ACL 2021