Akhil Kedia

According to our database, Akhil Kedia authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models.

Akhil Kedia, Mohd Abbas Zaidi, Sushil Khyalia, Jungho Jung, Harshith Goka, Haejun Lee

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

You Only Need One Model for Open-domain Question Answering.

Haejun Lee, Akhil Kedia, Jongwon Lee, Ashwin Paranjape, Christopher D. Manning, Kyoung-Gu Woo

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering.

Akhil Kedia, Mohd Abbas Zaidi, Haejun Lee

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Beyond Reptile: Meta-Learned Dot-Product Maximization between Gradients for Improved Single-Task Regularization.

Akhil Kedia, Sai Chetan Chinthakindi, Wonho Ryu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Keep Learning: Self-supervised Meta-learning for Learning from Inference.

Akhil Kedia, Sai Chetan Chinthakindi

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Learning to Generate Questions by Learning to Recover Answer-containing Sentences.

Seohyun Back, Akhil Kedia, Sai Chetan Chinthakindi, Haejun Lee, Jaegul Choo

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

NeurQuRI: Neural Question Requirement Inspector for Answerability Prediction in Machine Reading Comprehension.

Seohyun Back, Sai Chetan Chinthakindi, Akhil Kedia, Haejun Lee, Jaegul Choo

Proceedings of the 8th International Conference on Learning Representations, 2020