Xiao-Hua Zhou
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Applications · Data Science & Analytics
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Knowledge & Reasoning
(1)
Applications · Natural Language Processing
(1)
Learning Paradigms
(1)
Reasoning
(1)
Resources & Methods
(1)
Keywords
causal inference
(2)
language model
(2)
recommender system
(2)
doubly robust learning
(2)
causal effect estimation
(1)
instruction following
(1)
model alignment
(1)
generalization error
(1)
bias correction
(1)
robust learning
(1)
propensity score
(1)
loss function
(1)
semi-synthetic dataset
(1)
instruction fine-tuning
(1)
recommendation system
(1)
selection bia
(1)
pseudo-labelings
(1)
doubly robust estimator
(1)
progressive alignment
(1)
imputation model
(1)
Papers
Phased Instruction Fine-Tuning for Large Language Models
ACL 2024
Relaxing the Accurate Imputation Assumption in Doubly Robust Learning for Debiased Collaborative Filtering
ICML 2024
Multiple Robust Learning for Recommendation
AAAI 2023
On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges
IJCAI 2022
Prevent the Language Model from being Overconfident in Neural Machine Translation
ACL 2021