Ankur Taly
7 papers · 2017–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π§
Keyword Pioneer
β
The Questioner
Top co-authors
Research topics
Keywords
retrieval-augmented generation
(2)
deep learning
(2)
continual learning
(1)
catastrophic forgetting
(1)
probabilistic modeling
(1)
visual question answering
(1)
knowledge distillation
(1)
information retrieval
(1)
document understanding
(1)
feature attribution
(1)
computational efficiency
(1)
sensitivity analysis
(1)
local explanation
(1)
influence function
(1)
adversarial example
(1)
training data
(1)
integrated gradient
(1)
word embedding
(1)
attribution method
(1)
explainable artificial intelligence
(1)
Papers
An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning
NAACL 2025
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting
ICLR 2025
Sufficient Context: A New Lens on Retrieval Augmented Generation Systems
ICLR 2025
First is Better Than Last for Language Data Influence
NeurIPS 2022
Local explanations via necessity and sufficiency: unifying theory and practice
UAI 2021
Did the Model Understand the Question?
ACL 2018
Axiomatic Attribution for Deep Networks
ICML 2017