John Chen
18 papers · 2001–2025 · 9 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Ultra
🌈
Renaissance Researcher
(5)
🚀
Conference Pioneer
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(6)
Applications
(5)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Clinical
(2)
Core Methods
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Speech & Audio
(1)
Architectures
(1)
Keywords
semi-supervised learning
(3)
intent classification
(2)
sequence labeling
(1)
algorithmic fairness
(1)
named entity recognition
(1)
attention mechanism
(1)
in-context learning
(1)
data augmentation
(1)
speech recognition
(1)
question answering
(1)
multi-task learning
(1)
multimodal learning
(1)
task-oriented dialogue
(1)
contrastive learning
(1)
question generation
(1)
semantic representation
(1)
virtual adversarial training
(1)
deep learning
(1)
minwise hashing
(1)
active learning
(1)
Papers
Chain-of-Interactions: Multi-step Iterative ICL Framework for Abstractive Task-Oriented Dialogue Summarization of Conversational AI Interactions
EMNLP 2025
Stackmix: a complementary mix algorithm
UAI 2022
Leveraging ASR N-Best in Deep Entity Retrieval
Interspeech 2021
Revisiting Consistent Hashing with Bounded Loads
AAAI 2021
A Smart System to Generate and Validate Question Answer Pairs for COVID-19 Literature
EMNLP 2020
Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP
EMNLP 2020
Negative Sampling in Semi-Supervised learning
ICML 2020
A k-Nearest Neighbor Approach towards Multi-level Sequence Labeling
NAACL 2019
Neural Transition Systems for Modeling Hierarchical Semantic Representations
Interspeech 2019
A Framework for Translating SMS Messages
COLING 2014
AT&T: The Tag&Parse Approach to Semantic Parsing of Robot Spatial Commands
SemEval 2014
Segmentation Strategies for Streaming Speech Translation
NAACL 2013
Automatically Extracting Nominal Mentions of Events with a Bootstrapped Probabilistic Classifier
ACL 2006
Summarizing Email Threads
NAACL 2004
Columbia’s Newsblaster: New Features and Future Directions
NAACL 2003
Use of Deep Linguistic Features for the Recognition and Labeling of Semantic Arguments
EMNLP 2003
Towards Automatic Generation of Natural Language Generation Systems
COLING 2002
Impact of Quality and Quantity of Corpora on Stochastic Generation
EMNLP 2001