Krtin Kumar

According to our database, Krtin Kumar authored at least 5 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables.

Krtin Kumar, Peyman Passban, Mehdi Rezagholizadeh, Yiu Sing Lau, Qun Liu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Improving Neural Machine Translation with Compact Word Embedding Tables.

Krtin Kumar, Mehdi Rezagholizadeh, Yiu Sing Lau, Qun Liu

CoRR, 2021

2020

Improving Word Embedding Factorization for Compression using Distilled Nonlinear Neural Decomposition.

Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md. Akmal Haidar, Mehdi Rezagholizadeh

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Distilled embedding: non-linear embedding factorization using knowledge distillation.

Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md. Akmal Haidar, Mehdi Rezagholizadeh

CoRR, 2019

Understanding the Behaviour of Neural Abstractive Summarizers using Contrastive Examples.

Krtin Kumar, Jackie Chi Kit Cheung

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019