MengNan Qi
4 papers · 2021–2025 · 2 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
(16)
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Core AI
(2)
Generation
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Science
(1)
Deep Learning
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Foundations
(1)
Keywords
program translation
(2)
representation learning
(1)
multi-task learning
(1)
neural machine translation
(1)
multiple instance learning
(1)
feature space
(1)
probability space
(1)
evaluation metric
(1)
intermediate representation
(1)
topic segmentation
(1)
defect detection
(1)
code translation
(1)
dialogue summarization
(1)
abstractive summarization
(1)
unsupervised translation
(1)
hierarchical transformer
(1)
unit testing
(1)
attention pooling
(1)
active testing
(1)
multi-task pretraining
(1)
Papers
Rethinking Multiple-Instance Learning From Feature Space to Probability Space
ICLR 2025
Program Translation via Code Distillation
EMNLP 2023
SUT: Active Defects Probing for Transcompiler Models
EMNLP 2023
Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment
EMNLP 2021