Chufan Shi
11 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (35) 🌍 Conference Polyglot · Silver 🤝 Dynamic Duo (10) 🗃️ Keyword Collector (64)
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The Questioner
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Prolific Year · Productive
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Century Club · Bronze
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Research topics
Artificial Intelligence
(9)
Natural Language Processing
(8)
Core AI
(8)
Machine Learning
(7)
Learning Types · Machine Learning
(6)
Resources & Methods
(6)
Deep Learning
(5)
Generation
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Interdisciplinary
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Education
(1)
Keywords
large language model
(8)
text generation
(3)
instruction tuning
(2)
machine translation
(2)
transfer learning
(1)
mathematical reasoning
(1)
continual learning
(1)
multilingual translation
(1)
benchmark evaluation
(1)
model evaluation
(1)
prompt engineering
(1)
language modeling
(1)
multimodal learning
(1)
code generation
(1)
prompt learning
(1)
responsible ai
(1)
procedural generation
(1)
catastrophic forgetting
(1)
model alignment
(1)
contrastive learning
(1)
Papers
ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation
ICLR 2025
Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM’s Reasoning Capability
ICML 2025
LLM2: Let Large Language Models Harness System 2 Reasoning
NAACL 2025
A Thorough Examination of Decoding Methods in the Era of LLMs
EMNLP 2024
HoLLMwood: Unleashing the Creativity of Large Language Models in Screenwriting via Role Playing
EMNLP 2024
InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions
NAACL 2024
ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models
EMNLP 2024
Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast
NeurIPS 2024
Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning
ACL 2023
Specialist or Generalist? Instruction Tuning for Specific NLP Tasks
EMNLP 2023
IIGROUP Submissions for WMT22 Word-Level AutoCompletion Task
EMNLP 2022