Shivanshu Gupta
8 papers · 2021–2024 · 4 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
(34)
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Hot Topic Early Bird
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Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Natural Language Processing
(6)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Core AI
(4)
Learning Paradigms
(4)
Learning Types · Deep Learning
(4)
Applications
(3)
Application Areas
(2)
Generation
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Understanding
(2)
Computer Vision
(1)
Keywords
in-context learning
(4)
compositional generalization
(3)
few-shot learning
(3)
semantic parsing
(3)
large language model
(2)
data augmentation
(1)
visual grounding
(1)
multilingual nlp
(1)
cross-lingual transfer
(1)
knowledge distillation
(1)
question decomposition
(1)
scene graph
(1)
spurious correlation
(1)
low-resource language
(1)
synthetic data
(1)
visual question answering
(1)
local structure
(1)
adversarial example
(1)
structural diversity
(1)
sample efficiency
(1)
Papers
GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks
ICML 2024
Leveraging Code to Improve In-Context Learning for Semantic Parsing
NAACL 2024
Coverage-based Example Selection for In-Context Learning
EMNLP 2023
Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages
ACL 2023
Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation
EMNLP 2022
Successive Prompting for Decomposing Complex Questions
EMNLP 2022
Unobserved Local Structures Make Compositional Generalization Hard
EMNLP 2022
COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images
EMNLP 2021