Akhil Kedia
9 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (5) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (18)
π§
Keyword Pioneer
Conferences
EMNLP (3)
ACL (2)
EACL (1)
ICLR (1)
ICML (1)
IJCNLP (1)
Top co-authors
Keywords
open-domain question answering
(2)
transformer architecture
(1)
transfer learning
(1)
domain adaptation
(1)
self-supervised learning
(1)
knowledge distillation
(1)
question answering
(1)
information retrieval
(1)
passage retrieval
(1)
importance sampling
(1)
gradient descent
(1)
generative model
(1)
gradient flow
(1)
model generalization
(1)
end-to-end training
(1)
sampling method
(1)
parameter efficiency
(1)
transformer encoder
(1)
early fusion
(1)
encoder architecture
(1)
Papers
Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs
ACL 2025
Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models
ICML 2024
You Only Need One Model for Open-domain Question Answering
EMNLP 2022
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering
EMNLP 2022
Learning to Generate Questions by Learning to Recover Answer-containing Sentences
IJCNLP 2021
Keep Learning: Self-supervised Meta-learning for Learning from Inference
EACL 2021
Beyond Reptile: Meta-Learned Dot-Product Maximization between Gradients for Improved Single-Task Regularization
EMNLP 2021
Learning to Generate Questions by Learning to Recover Answer-containing Sentences
ACL 2021
NeurQuRI: Neural Question Requirement Inspector for Answerability Prediction in Machine Reading Comprehension
ICLR 2020