Jyun-Yu Jiang
9 papers · 2018–2024 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(8)
Natural Language Processing
(7)
Applications · Natural Language Processing
(6)
Deep Learning
(5)
Architectures
(4)
Core Methods
(4)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Speech & Audio
(1)
Applications · Computer Science
(1)
Generation
(1)
Keywords
data augmentation
(2)
text classification
(2)
natural language processing
(2)
word sense disambiguation
(1)
speaker embedding
(1)
question answering
(1)
adversarial training
(1)
humor detection
(1)
neural network robustness
(1)
question generation
(1)
convolutional neural network
(1)
side information
(1)
document ranking
(1)
pairwise similarity
(1)
adversarial attack
(1)
information retrieval
(1)
adversarial defense
(1)
adversarial perturbation
(1)
few-shot learning
(1)
representation learning
(1)
Papers
MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering
ACL 2024
PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation
ICML 2023
Long Document Ranking with Query-Directed Sparse Transformer
EMNLP 2020
Speaker Identification for Household Scenarios with Self-Attention and Adversarial Training
Interspeech 2020
“The Boating Store Had Its Best Sail Ever”: Pronunciation-attentive Contextualized Pun Recognition
ACL 2020
Enhancing Air Quality Prediction with Social Media and Natural Language Processing
ACL 2019
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification
EMNLP 2019
Personalized Question Routing via Heterogeneous Network Embedding
AAAI 2019
Learning to Disentangle Interleaved Conversational Threads with a Siamese Hierarchical Network and Similarity Ranking
NAACL 2018