Huiyuan Zheng
5 papers · 2024–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(3)
Natural Language Processing
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Learning Paradigms
(2)
Reinforcement Learning
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Resources & Methods
(1)
Techniques
(1)
Understanding
(1)
Keywords
large language model
(3)
reward model
(2)
reinforcement learning from human feedback
(2)
preference learning
(1)
attention mechanism
(1)
preference alignment
(1)
task-oriented dialogue
(1)
question generation
(1)
ai safety
(1)
model alignment
(1)
preference modeling
(1)
multi-domain learning
(1)
human preference
(1)
slot filling
(1)
human alignment
(1)
constitutional ai
(1)
open named entity recognition
(1)
universal entity taxonomy
(1)
reinforcement learning
(1)
context alignment
(1)
Papers
DARM: Distribution-Aware Reward Modeling by Alleviating Biases from Low Preference-Context Dependency Data
ACL 2026
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition
COLING 2025
Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety
EMNLP 2025
Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling
ACL 2025
TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities
EMNLP 2024