Nianzu Ma
6 papers · 2015–2022 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Learning Types Β· Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Applications
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Understanding
(2)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Techniques
(1)
Keywords
graph attention network
(2)
named entity recognition
(2)
knowledge transfer
(2)
text classification
(2)
novelty detection
(2)
dependency parsing
(1)
semantic analysis
(1)
sentiment classification
(1)
fine-grained classification
(1)
knowledge base
(1)
lifelong learning
(1)
semantic similarity
(1)
generative model
(1)
pre-trained model
(1)
pre-trained language model
(1)
textual entailment
(1)
knowledge reasoning
(1)
semantic reasoning
(1)
word embedding
(1)
naive baye
(1)
Papers
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities
EMNLP 2022
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning
NeurIPS 2021
Semantic Novelty Detection in Natural Language Descriptions
EMNLP 2021
Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification
ACL 2020
Forward and Backward Knowledge Transfer for Sentiment Classification
ACML 2019
Lifelong Learning for Sentiment Classification
ACL 2015