Shuyang Gao
16 papers · 2015–2023 · 10 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (43) π Academic Marathon Β· Sprint π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Pioneer
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Mega-Team Β· Squad
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Topic Evolution
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Conference Pioneer
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Century Club Β· Bronze
ποΈ
Keyword Collector
(71)
Venues
Top co-authors
Research topics
Machine Learning
(11)
Natural Language Processing
(8)
Artificial Intelligence
(6)
Core Methods
(6)
Generation
(6)
Deep Learning
(5)
Core AI
(5)
Learning Types Β· Machine Learning
(5)
Learning Types Β· Deep Learning
(4)
Application Areas
(3)
Applications
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Learning Paradigms
(2)
Mathematics
(2)
Keywords
mutual information
(5)
dialogue state tracking
(4)
few-shot learning
(3)
zero-shot learning
(3)
information theory
(2)
task-oriented dialogue
(2)
variational autoencoder
(2)
variational inference
(1)
feature selection
(1)
representation learning
(1)
density estimation
(1)
data augmentation
(1)
relation extraction
(1)
question answering
(1)
visual-linguistic representation
(1)
scene understanding
(1)
policy learning
(1)
text representation
(1)
domain adaptation
(1)
multimodal learning
(1)
Papers
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning
Interspeech 2023
Context-Situated Pun Generation
EMNLP 2022
GRAVL-BERT: Graphical Visual-Linguistic Representations for Multimodal Coreference Resolution
COLING 2022
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems
NAACL 2021
Few Shot Dialogue State Tracking using Meta-learning
EACL 2021
Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems
EMNLP 2021
From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap
ACL 2020
MMM: Multi-Stage Multi-Task Learning for Multi-Choice Reading Comprehension
AAAI 2020
Modeling Dialogues with Hashcode Representations: A Nonparametric Approach
AAAI 2020
Auto-Encoding Total Correlation Explanation
AISTATS 2019
Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents
EMNLP 2019
Kernelized Hashcode Representations for Relation Extraction
AAAI 2019
Invariant Representations without Adversarial Training
NeurIPS 2018
Sifting Common Information from Many Variables
IJCAI 2017
Variational Information Maximization for Feature Selection
NeurIPS 2016
Efficient Estimation of Mutual Information for Strongly Dependent Variables
AISTATS 2015