Jingyi He
4 papers · 2020–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Venues
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Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Learning Types
(3)
Natural Language Processing
(2)
Core AI
(2)
Generation
(2)
Optimization & Theory · Machine Learning
(2)
Computer Science
(1)
Application Areas
(1)
Applications
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
abstractive summarization
(2)
model selection
(1)
text generation
(1)
text summarization
(1)
code generation
(1)
synthetic data
(1)
evaluation metric
(1)
inference efficiency
(1)
data contamination
(1)
orthogonal transformation
(1)
shapley value
(1)
linear combination
(1)
benchmark contamination
(1)
token-level training
(1)
multi-sentence aggregation
(1)
rejection learning
(1)
word prism
(1)
benchmark evaluation
(1)
dataset leakage
(1)
Papers
On Leakage of Code Generation Evaluation Datasets
EMNLP 2024
Analyzing Multi-Sentence Aggregation in Abstractive Summarization via the Shapley Value
EMNLP 2023
Learning with Rejection for Abstractive Text Summarization
EMNLP 2022
Learning Efficient Task-Specific Meta-Embeddings with Word Prisms
COLING 2020