Scarlett Li
7 papers · 2025–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
⭐
Rising Star
(7)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Natural Language Processing
(5)
Deep Learning
(4)
Computer Science
(3)
Machine Learning
(3)
Applications · Computer Science
(3)
Models
(3)
Applications · Natural Language Processing
(2)
Generation
(2)
Learning Types
(2)
Resources & Methods
(2)
Healthcare & Medicine
(1)
Application Areas
(1)
Learning Paradigms
(1)
Keywords
large language model
(4)
code generation
(3)
benchmark evaluation
(2)
question answering
(2)
domain knowledge
(1)
multimodal learning
(1)
preference learning
(1)
model alignment
(1)
information extraction
(1)
software engineering
(1)
value evaluation
(1)
language model
(1)
state-of-the-art performance
(1)
supervised fine-tuning
(1)
evaluation benchmark
(1)
multimodal large language model
(1)
responsible ai
(1)
error correction
(1)
data curation
(1)
direct preference optimization
(1)
Papers
Demystifying Data Organization for Enhanced LLM Training
ACL 2026
EpiCoder: Encompassing Diversity and Complexity in Code Generation
ICML 2025
FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
ACL 2025
MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark
ACL 2025
PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
CVPR 2025
Teaching Your Models to Understand Code via Focal Preference Alignment
EMNLP 2025
Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs’ Value Evaluation
ACL 2025