Huiyuan Zheng
5 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ACL (2)
EMNLP (2)
COLING (1)
Top co-authors
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
Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling
ACL 2025
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
TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities
EMNLP 2024