Zefan Cai
15 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (5)
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Conference Polyglot
(4)
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Dynamic Duo
(10)
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Mega-Team
(20)
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Century Club
(15)
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Prolific Year
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Keyword Collector
(50)
Conferences
ACL (6)
ICLR (6)
NAACL (2)
ICML (1)
Top co-authors
Keywords
named entity recognition
(2)
large language model
(2)
decision making
(1)
noisy label learning
(1)
knowledge transfer
(1)
knowledge distillation
(1)
label noise
(1)
instruction tuning
(1)
multi-label classification
(1)
autonomous driving
(1)
pseudo labeling
(1)
embodied ai
(1)
natural language understanding
(1)
knowledge base
(1)
intent detection
(1)
model evaluation
(1)
uncertainty quantification
(1)
boundary detection
(1)
event detection
(1)
zero-shot learning
(1)
Papers
AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence
ICML 2025
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback
ACL 2025
No Preference Left Behind: Group Distributional Preference Optimization
ICLR 2025
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models
ICLR 2025
Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning
ICLR 2025
A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation
ICLR 2025
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade
NAACL 2024
Improving Event Definition Following For Zero-Shot Event Detection
ACL 2024
Large Language Models are not Fair Evaluators
ACL 2024
PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain
ACL 2024
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning
ACL 2024
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
ICLR 2024
Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation
NAACL 2024
SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition
ACL 2023
Compositional Task Representations for Large Language Models
ICLR 2023