Bishan Yang
11 papers · 2012–2018 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird
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Century Club Β· Bronze
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Trend Setter
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Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI
(3)
Core Methods
(3)
Applications
(2)
Learning Paradigms Β· Artificial Intelligence
(2)
Learning Types
(2)
Understanding
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Architectures
(1)
Learning Paradigms Β· Machine Learning
(1)
Optimization & Theory
(1)
Keywords
knowledge base
(2)
knowledge graph
(2)
machine reading
(2)
opinion mining
(1)
gradient-based optimization
(1)
attention mechanism
(1)
knowledge distillation
(1)
question answering
(1)
semantic parsing
(1)
narrative understanding
(1)
machine reading comprehension
(1)
image denoising
(1)
graphical model
(1)
long short-term memory
(1)
recurrent neural network
(1)
end-to-end learning
(1)
entity extraction
(1)
bidirectional lstm
(1)
information propagation
(1)
event extraction
(1)
Papers
Learning to Learn Semantic Parsers from Natural Language Supervision
EMNLP 2018
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds
ACL 2018
A Joint Sequential and Relational Model for Frame-Semantic Parsing
EMNLP 2017
End-to-End Learning for Structured Prediction Energy Networks
ICML 2017
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading
ACL 2017
Opinion-aware Knowledge Graph for Political Ideology Detection
IJCAI 2017
Joint Extraction of Events and Entities within a Document Context
NAACL 2016
Context-aware Learning for Sentence-level Sentiment Analysis with Posterior Regularization
ACL 2014
Typed Tensor Decomposition of Knowledge Bases for Relation Extraction
EMNLP 2014
Joint Inference for Fine-grained Opinion Extraction
ACL 2013
Extracting Opinion Expressions with semi-Markov Conditional Random Fields
EMNLP 2012