Ashwin Paranjape
5 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (16)
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Keyword Pioneer
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Trend Setter
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Research topics
Machine Learning
(4)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Applications
(2)
Core Methods
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
passage retrieval
(3)
information retrieval
(2)
variational inference
(1)
information extraction
(1)
text generation
(1)
semantic search
(1)
instruction tuning
(1)
importance sampling
(1)
pointwise mutual information
(1)
conditional mutual information
(1)
gradient flow
(1)
end-to-end training
(1)
evidence lower bound
(1)
human evaluation
(1)
dialogue system
(1)
open-domain question answering
(1)
open-ended generation
(1)
knowledge base population
(1)
system evaluation
(1)
conversational analysis
(1)
Papers
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models
ICLR 2025
Hindsight: Posterior-guided training of retrievers for improved open-ended generation
ICLR 2022
You Only Need One Model for Open-domain Question Answering
EMNLP 2022
Human-like informative conversations: Better acknowledgements using conditional mutual information
NAACL 2021
Importance sampling for unbiased on-demand evaluation of knowledge base population
EMNLP 2017