Krtin Kumar
3 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
model compression
(2)
knowledge distillation
(2)
word embedding
(2)
neural machine translation
(1)
parameter sharing
(1)
semantic structure
(1)
language model
(1)
parameter efficiency
(1)
neural abstractive summarizer
(1)
random embedding
(1)
syntactic structure
(1)
embedding compression
(1)
human-written summary
(1)
compact word embedding
(1)
matrix decomposition
(1)
contrastive example
(1)
Papers
From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables
AAAI 2022
Improving Word Embedding Factorization for Compression Using Distilled Nonlinear Neural Decomposition
EMNLP 2020
Understanding the Behaviour of Neural Abstractive Summarizers using Contrastive Examples
NAACL 2019