Xiaoze Liu
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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Research topics
Keywords
large language model
(3)
reinforcement learning
(2)
causal reasoning
(1)
uncertainty quantification
(1)
self-supervised learning
(1)
text generation
(1)
confidence calibration
(1)
reinforcement learning from human feedback
(1)
empirical evaluation
(1)
human feedback
(1)
preference aggregation
(1)
reward hacking
(1)
language model
(1)
supervised fine-tuning
(1)
jailbreaking attack
(1)
reasoning chain
(1)
defense mechanism
(1)
copyright compliance
(1)
reasoning engine
(1)
self-reflective rationale
(1)
Papers
CausalEval: Towards Better Causal Reasoning in Language Models
NAACL 2025
Towards Federated RLHF with Aggregated Client Preference for LLMs
ICLR 2025
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales
EMNLP 2024
SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation
EMNLP 2024