Renliang Sun
12 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (34)
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Topic Evolution
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Keyword Collector
(68)
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Century Club Β· Bronze
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Research topics
Natural Language Processing
(10)
Deep Learning
(8)
Artificial Intelligence
(7)
Machine Learning
(5)
Core AI
(5)
Generation
(5)
Learning Types Β· Deep Learning
(5)
Applications
(4)
Resources & Methods
(4)
Application Areas
(2)
Architectures
(2)
Learning Paradigms
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Interdisciplinary
(1)
Keywords
large language model
(6)
text simplification
(3)
sentence simplification
(3)
zero-shot learning
(2)
text generation
(1)
knowledge distillation
(1)
transfer learning
(1)
chain-of-thought reasoning
(1)
few-shot learning
(1)
neural machine translation
(1)
data augmentation
(1)
text summarization
(1)
visual reasoning
(1)
low-resource learning
(1)
continued pretraining
(1)
machine translation
(1)
affective computing
(1)
nearest neighbor
(1)
human-computer interaction
(1)
benchmark evaluation
(1)
Papers
Stop When Enough: Adaptive Early-Stopping for Chain-of-Thought Reasoning
ACL 2026
CAPE: A Chinese Dataset for Appraisal-based Emotional Generation in Large Language Models
NAACL 2025
Protein Large Language Models: A Comprehensive Survey
EMNLP 2025
ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework
ACL 2025
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
CVPR 2024
A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection
EMNLP 2023
A New Dataset and Empirical Study for Sentence Simplification in Chinese
ACL 2023
Exploiting Summarization Data to Help Text Simplification
EACL 2023
Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification
ACL 2023
Nearest Neighbor Knowledge Distillation for Neural Machine Translation
NAACL 2022
Document-Level Text Simplification: Dataset, Criteria and Baseline
EMNLP 2021
On the Helpfulness of Document Context to Sentence Simplification
COLING 2020