Mingye Gao
8 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(26)
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Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Core AI
(5)
Application Areas
(3)
Applications
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Core Methods
(2)
Learning Types
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Deep Learning
(1)
Generation
(1)
Models
(1)
Keywords
large language model
(2)
symbolic reasoning
(1)
spurious correlation
(1)
bias detection
(1)
question generation
(1)
machine reading comprehension
(1)
safety alignment
(1)
mutual information
(1)
bradley-terry model
(1)
determinantal point process
(1)
reward hacking
(1)
bias mitigation
(1)
language model
(1)
reward model
(1)
named entity recognition
(1)
llm fine-tuning
(1)
robustness evaluation
(1)
biomedical text
(1)
data contamination
(1)
domain adaptation
(1)
Papers
ENCORE: Entropy-guided Reward Composition for Multi-head Safety Reward Models
AAAI 2026
Selection of LLM Fine-Tuning Data Based on Orthogonal Rules
AAAI 2026
RuleAdapter: Dynamic Rules for training Safety Reward Models in RLHF
ICML 2025
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
NeurIPS 2024
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
EMNLP 2024
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning
NAACL 2024
Cooperative Self-training of Machine Reading Comprehension
NAACL 2022
Mitigating Biases in Toxic Language Detection through Invariant Rationalization
ACL 2021