Scarlett Li
7 papers · 2025–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (20)
π
Cross-Pollinator
(12)
β
Rising Star
(6)
β‘
Prolific Year
(6)
Conferences
ACL (4)
CVPR (1)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
large language model
(4)
code generation
(2)
question answering
(2)
benchmark evaluation
(2)
information extraction
(1)
multimodal learning
(1)
responsible ai
(1)
model alignment
(1)
software engineering
(1)
domain knowledge
(1)
language model
(1)
supervised fine-tuning
(1)
multimodal large language model
(1)
evaluation benchmark
(1)
value evaluation
(1)
multi-task language understanding
(1)
error correction
(1)
data curation
(1)
world knowledge
(1)
multiple-choice question
(1)
Papers
Demystifying Data Organization for Enhanced LLM Training
ACL 2026
FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
ACL 2025
Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMsβ Value Evaluation
ACL 2025
MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark
ACL 2025
Teaching Your Models to Understand Code via Focal Preference Alignment
EMNLP 2025
EpiCoder: Encompassing Diversity and Complexity in Code Generation
ICML 2025
PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
CVPR 2025