Manik Bhandari
6 papers · 2019–2021 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Generation
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Applications
(2)
Architectures
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
graph convolutional network
(2)
representation learning
(1)
semi-supervised learning
(1)
natural language inference
(1)
data augmentation
(1)
dependency parsing
(1)
text summarization
(1)
summarization evaluation
(1)
intent classification
(1)
paraphrase generation
(1)
semantic knowledge
(1)
node classification
(1)
neighborhood aggregation
(1)
automated evaluation
(1)
beam search
(1)
human evaluation
(1)
word embedding
(1)
confidence estimation
(1)
anisotropic capability
(1)
decision support
(1)
Papers
Unsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract)
AAAI 2021
Metrics also Disagree in the Low Scoring Range: Revisiting Summarization Evaluation Metrics
COLING 2020
Re-evaluating Evaluation in Text Summarization
EMNLP 2020
Confidence-based Graph Convolutional Networks for Semi-Supervised Learning
AISTATS 2019
Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
ACL 2019
Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation
NAACL 2019