John Chen
19 papers · 2001–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (9) π Academic Marathon (24) π Cross-Pollinator (12)
π
Renaissance Researcher
(7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(24)
π
Century Club
(19)
Conferences
EMNLP (5)
NAACL (4)
COLING (3)
INTERSPEECH (2)
AAAI (1)
ACL (1)
ICML (1)
SEMEVAL (1)
UAI (1)
Top co-authors
Keywords
semi-supervised learning
(3)
intent classification
(2)
attention mechanism
(1)
sequence labeling
(1)
multimodal learning
(1)
data augmentation
(1)
speech recognition
(1)
in-context learning
(1)
question answering
(1)
named entity recognition
(1)
algorithmic fairness
(1)
task-oriented dialogue
(1)
contrastive learning
(1)
question generation
(1)
semantic representation
(1)
virtual adversarial training
(1)
multitask learning
(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
Negative Sampling in Semi-Supervised learning
ICML 2020
Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP
EMNLP 2020
A Smart System to Generate and Validate Question Answer Pairs for COVID-19 Literature
EMNLP 2020
Neural Transition Systems for Modeling Hierarchical Semantic Representations
INTERSPEECH 2019
A k-Nearest Neighbor Approach towards Multi-level Sequence Labeling
NAACL 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
Automatically Extracting Nominal Mentions of Events with a Bootstrapped Probabilistic Classifier
COLING 2006
Summarizing Email Threads
NAACL 2004
Use of Deep Linguistic Features for the Recognition and Labeling of Semantic Arguments
EMNLP 2003
Columbiaβs Newsblaster: New Features and Future Directions
NAACL 2003
Towards Automatic Generation of Natural Language Generation Systems
COLING 2002
Impact of Quality and Quantity of Corpora on Stochastic Generation
EMNLP 2001