Lily H Zhang
3 papers · 2022–2025 · 2 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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Research topics
Keywords
causal inference
(1)
representation learning
(1)
domain generalization
(1)
preference learning
(1)
generative model
(1)
spurious correlation
(1)
machine translation model
(1)
span-level error annotation
(1)
nuisance variable
(1)
chinese english
(1)
win rate
(1)
pairwise preference data
(1)
english-german
(1)
finetuning algorithm
(1)
training with annotations (twa)
(1)
non-wro methods
(1)
wro
(1)
Papers
Learning from others’ mistakes: Finetuning machine translation models with span-level error annotations
ICML 2025
Preference learning made easy: Everything should be understood through win rate
ICML 2025
Out-of-distribution Generalization in the Presence of Nuisance-Induced Spurious Correlations
ICLR 2022