Zheni Zeng
7 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
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Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Natural Language Processing
(5)
Core AI
(5)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Applications
(3)
Learning Types · Deep Learning
(3)
Learning Paradigms
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Core Methods
(1)
Keywords
retrieval-augmented generation
(4)
evaluation metric
(2)
large language model
(2)
direct preference optimization
(2)
model adaptation
(1)
multi-object tracking
(1)
parameter optimization
(1)
knowledge refinement
(1)
gaussian mixture model
(1)
parameter-efficient fine-tuning
(1)
supervised fine-tuning
(1)
chain-of-thought prompting
(1)
human-ai interaction
(1)
knowledge integration
(1)
knowledge alignment
(1)
personality modeling
(1)
model tuning
(1)
knowledge-based question answering
(1)
textual knowledge base
(1)
knowledge assimilation
(1)
Papers
ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling
EACL 2026
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models
ACL 2025
KBAlign: Efficient Self Adaptation on Specific Textual Knowledge Bases
EMNLP 2025
PersLLM: A Personified Training Approach for Large Language Models
EMNLP 2025
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards
ICLR 2025
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts
ACL 2025
SQE: a Self Quality Evaluation Metric for Parameters Optimization in Multi-Object Tracking
CVPR 2020