Chiwei Zhu
8 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(27)
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Hot Topic Early Bird
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Keyword Champion
(2)
Top co-authors
Research topics
Artificial Intelligence
(6)
Natural Language Processing
(6)
Core AI
(6)
Deep Learning
(5)
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(4)
Core Methods
(3)
Generation
(3)
Resources & Methods
(3)
Application Areas
(2)
Optimization & Theory
(2)
Applications
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
large language model
(3)
synthetic instruction
(2)
model reliability
(2)
instruction tuning
(2)
model evaluation
(1)
text generation
(1)
knowledge distillation
(1)
web corpus
(1)
grammatical error correction
(1)
language model alignment
(1)
synthetic data generation
(1)
confidence calibration
(1)
nearest neighbor
(1)
generative model
(1)
supervised fine-tuning
(1)
language model
(1)
language model training
(1)
data synthesis
(1)
model performance
(1)
data augmentation
(1)
Papers
FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents
ACL 2026
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools
AAAI 2026
Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach
EMNLP 2025
From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding
ACL 2025
Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability
ACL 2025
KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction
EMNLP 2024
Grammatical Error Correction via Mixed-Grained Weighted Training
EMNLP 2023
On the Calibration of Large Language Models and Alignment
EMNLP 2023