Shailaja Keyur Sampat
5 papers · 2020–2022 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (15) ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot (3) ๐ Renaissance Researcher (5) ๐ Interdisciplinary Bridge
๐บ๏ธ
Taxonomy Completionist
(16)
๐งญ
Keyword Pioneer
๐ฅ
Mega-Team
(35)
๐
Keyword Champion
(2)
Conferences
EMNLP (3)
EACL (1)
NAACL (1)
Top co-authors
Keywords
visual question answering
(4)
vision-language model
(3)
joint reasoning
(2)
hypothetical reasoning
(2)
multi-modal learning
(2)
reading comprehension
(1)
instruction following
(1)
scene graph
(1)
joint inference
(1)
vision language model
(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)
Papers
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
EMNLP 2022
Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task
EMNLP 2022
โJust because you are right, doesnโt mean I am wrongโ: Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks
EACL 2021
CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images
NAACL 2021
Visuo-Linguistic Question Answering (VLQA) Challenge
EMNLP 2020