Krtin Kumar

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Machine Translation

Target Language

Nonlinear Manifold Learning

Question Answering

Top Venues

EMNLP (Findings)

Publications

Ashkan Alinejad, Krtin Kumar, Ali Vahdat
Evaluating the Retrieval Component in LLM-Based Question Answering Systems. CoRR (2024)
Krtin Kumar, Peyman Passban, Mehdi Rezagholizadeh, Yiu Sing Lau, Qun Liu
From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables. AAAI (2022)
Krtin Kumar, Mehdi Rezagholizadeh, Yiu Sing Lau, Qun Liu
Improving Neural Machine Translation with Compact Word Embedding Tables. CoRR (2021)
Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md. Akmal Haidar, Mehdi Rezagholizadeh
Improving Word Embedding Factorization for Compression using Distilled Nonlinear Neural Decomposition. EMNLP (Findings) (2020)
Krtin Kumar, Jackie Chi Kit Cheung
Understanding the Behaviour of Neural Abstractive Summarizers using Contrastive Examples. NAACL-HLT (1) (2019)
Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md. Akmal Haidar, Mehdi Rezagholizadeh
Distilled embedding: non-linear embedding factorization using knowledge distillation. CoRR (2019)