Yichu Zhou
6 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Architectures
(3)
Core Methods
(3)
Natural Language Processing
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Domain-Specific
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Understanding
(1)
Keywords
embedding space
(3)
contextualized embedding
(2)
representation learning
(2)
visual question answering
(1)
word sense disambiguation
(1)
information extraction
(1)
document understanding
(1)
semantic representation
(1)
probing analysis
(1)
mutual information
(1)
version space
(1)
membership query
(1)
masked prediction
(1)
data efficiency
(1)
representation space
(1)
masked language modeling
(1)
visual document understanding
(1)
multimodal transformer
(1)
contextualized representation
(1)
probing technique
(1)
Papers
DocFormerv2: Local Features for Document Understanding
AAAI 2024
METAPROBE: A Representation- and Task-Agnostic Probe
EMNLP 2023
A Closer Look at How Fine-tuning Changes BERT
ACL 2022
DirectProbe: Studying Representations without Classifiers
NAACL 2021
Putting Words in BERT’s Mouth: Navigating Contextualized Vector Spaces with Pseudowords
EMNLP 2021
On the Limits of Learning to Actively Learn Semantic Representations
CoNLL 2019