Chufan Shi
11 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (5)
π
Interdisciplinary Bridge
π€
Dynamic Duo
(10)
ποΈ
Keyword Collector
(54)
β
The Questioner
β‘
Prolific Year
(5)
π
Century Club
(11)
Conferences
EMNLP (5)
NAACL (2)
ACL (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
large language model
(7)
text generation
(3)
machine translation
(2)
instruction tuning
(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)
responsible ai
(1)
prompt learning
(1)
procedural generation
(1)
catastrophic forgetting
(1)
model alignment
(1)
hyperparameter tuning
(1)
semantic similarity
(1)
contrastive learning
(1)
Papers
LLM2: Let Large Language Models Harness System 2 Reasoning
NAACL 2025
Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLMβs Reasoning Capability
ICML 2025
ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation
ICLR 2025
HoLLMwood: Unleashing the Creativity of Large Language Models in Screenwriting via Role Playing
EMNLP 2024
ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models
EMNLP 2024
A Thorough Examination of Decoding Methods in the Era of LLMs
EMNLP 2024
Unchosen Experts Can Contribute Too: Unleashing MoE Modelsβ Power by Self-Contrast
NIPS 2024
InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions
NAACL 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