Shailaja Keyur Sampat
5 papers · 2020–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
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Keyword Champion
(2)
Top co-authors
Research topics
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI · Artificial Intelligence
(4)
Deep Learning
(3)
Applications · Natural Language Processing
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Machine Learning
(1)
Applications · Computer Vision
(1)
Core AI · Computer Vision
(1)
Learning Types · Machine Learning
(1)
Processing
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
visual question answering
(4)
vision-language model
(3)
joint reasoning
(2)
multimodal learning
(2)
hypothetical reasoning
(2)
instruction following
(1)
scene graph
(1)
joint inference
(1)
foundation model
(1)
data efficiency
(1)
cross-task generalization
(1)
encoder-decoder architecture
(1)
semantic equivalence
(1)
ground-truth answer
(1)
transformer model
(1)
vision-language reasoning
(1)
action understanding
(1)
zero-shot learning
(1)
alternative answer set
(1)
action recognition
(1)
Papers
Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task
EMNLP 2022
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
EMNLP 2022
CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images
NAACL 2021
‘Just because you are right, doesn’t mean I am wrong’: Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks
EACL 2021
Visuo-Linguistic Question Answering (VLQA) Challenge
EMNLP 2020