Youbiao He
4 papers · 2022–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
Venues
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Research topics
Keywords
reference-free evaluation
(3)
summarization evaluation
(2)
natural language generation
(1)
text summarization
(1)
bradley-terry model
(1)
parameter-efficient fine-tuning
(1)
negative sampling
(1)
abstractive summarization
(1)
lexical similarity
(1)
factual consistency
(1)
bert score
(1)
automatic summarization
(1)
summary quality
(1)
linguistic quality
(1)
preference learning
(1)
consistency detection
(1)
weakly supervised learning
(1)
Papers
On the Intractability to Synthesize Factual Inconsistencies in Summarization
EACL 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