Miaoran Li
6 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
Top co-authors
Research topics
Artificial Intelligence
(5)
Natural Language Processing
(5)
Core AI
(5)
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Applications
(3)
Generation
(2)
Optimization & Theory · Machine Learning
(2)
Resources & Methods
(2)
Deep Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(4)
hallucination detection
(3)
factual consistency
(2)
retrieval-augmented generation
(2)
llm evaluation
(1)
parameter-efficient fine-tuning
(1)
faithfulness evaluation
(1)
abstractive summarization
(1)
plug-and-play framework
(1)
fact checking
(1)
natural language explanation
(1)
summarization benchmark
(1)
structured query
(1)
structured query generation
(1)
consistency judgment
(1)
inconsistency detection
(1)
few-shot learning
(1)
consistency detection
(1)
natural language generation
(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
Hallucination Detection in Structured Query Generation via LLM Self-Debating
EMNLP 2025
On the Intractability to Synthesize Factual Inconsistencies in Summarization
EACL 2024
Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models
NAACL 2024
SummaCoz: A Dataset for Improving the Interpretability of Factual Consistency Detection for Summarization
EMNLP 2024