Vikas Bhardwaj
6 papers · 2018–2021 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Applications
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Core AI
(2)
Core Methods
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Generation
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
zero-shot learning
(2)
contextual embedding
(2)
natural language generation
(2)
cross-lingual transfer
(2)
knowledge distillation
(1)
conversational ai
(1)
multilingual translation
(1)
neural machine translation
(1)
response generation
(1)
named entity recognition
(1)
synthetic data generation
(1)
language model
(1)
data efficiency
(1)
sequence-to-sequence model
(1)
multilingual bert
(1)
zero-shot translation
(1)
cross-lingual classification
(1)
goal-oriented dialog
(1)
language adversarial training
(1)
grammatical correctness
(1)
Papers
Building Adaptive Acceptability Classifiers for Neural NLG
EMNLP 2021
Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data
COLING 2020
Don’t Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings
EMNLP 2020
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER
EMNLP 2019
Goal-Oriented End-to-End Conversational Models with Profile Features in a Real-World Setting
NAACL 2019
A neural interlingua for multilingual machine translation
EMNLP 2018