Nianzu Ma
7 papers · 2015–2022 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (7) π Interdisciplinary Bridge π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (20)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Trend Setter
Conferences
ACL (2)
EMNLP (2)
ACML (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
text classification
(2)
graph attention network
(2)
novelty detection
(2)
named entity recognition
(2)
knowledge transfer
(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 language model
(1)
textual entailment
(1)
knowledge reasoning
(1)
pretrained model
(1)
semantic reasoning
(1)
word embedding
(1)
naive baye
(1)
Papers
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities
EMNLP 2022
Semantic Novelty Detection in Natural Language Descriptions
EMNLP 2021
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning
NIPS 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
Lifelong Learning for Sentiment Classification
IJCNLP 2015