Xiao-Hua Zhou
6 papers · 2021–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ACL (2)
AAAI (1)
ICML (1)
IJCAI (1)
IJCNLP (1)
Top co-authors
Keywords
language model
(3)
recommender system
(2)
neural machine translation
(2)
loss function
(2)
causal inference
(2)
model alignment
(1)
generalization error
(1)
bias correction
(1)
robust learning
(1)
propensity score
(1)
instruction fine-tuning
(1)
recommendation system
(1)
selection bia
(1)
doubly robust estimator
(1)
progressive alignment
(1)
imputation model
(1)
doubly robust
(1)
translation quality
(1)
large language model
(1)
supervised loss
(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
Prevent the Language Model from being Overconfident in Neural Machine Translation
IJCNLP 2021