Ge Luo
9 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(29)
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Hot Topic Early Bird
🏆
Keyword Champion
(3)
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(6)
Core AI
(6)
Natural Language Processing
(5)
Learning Types · Machine Learning
(5)
Generation
(4)
Deep Learning
(2)
Applications
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Resources & Methods
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Application Areas
(1)
Core Methods
(1)
Keywords
retrieval-augmented generation
(3)
reference-free evaluation
(3)
hallucination detection
(2)
summarization evaluation
(2)
text summarization
(2)
factual consistency
(2)
large language model
(2)
natural language generation
(1)
multilingual nlp
(1)
domain adaptation
(1)
llm evaluation
(1)
bradley-terry model
(1)
disentangled representation
(1)
parameter-efficient fine-tuning
(1)
text-to-image generation
(1)
weakly supervised learning
(1)
watermark detection
(1)
copyright protection
(1)
text-to-image model
(1)
factuality evaluation
(1)
Papers
Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards
EMNLP 2025
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs
NAACL 2025
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems
NAACL 2025
Disentangled Style Domain for Implicit z-Watermark Towards Copyright Protection
NeurIPS 2024
On the Intractability to Synthesize Factual Inconsistencies in Summarization
EACL 2024
SummaCoz: A Dataset for Improving the Interpretability of Factual Consistency Detection for Summarization
EMNLP 2024
DocAsRef: An Empirical Study on Repurposing Reference-based Summary Quality Metrics as Reference-free Metrics
EMNLP 2023
PrefScore: Pairwise Preference Learning for Reference-free Summarization Quality Assessment
COLING 2022
SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling
NAACL 2022