Sandeep Subramanian
12 papers · 2016–2024 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (28) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
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The Questioner
💎
Century Club · Bronze
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Keyword Collector
(63)
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Natural Language Processing
(6)
Architectures
(5)
Learning Types · Machine Learning
(5)
Applications
(4)
Artificial Intelligence
(3)
Generation
(3)
Application Areas
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Speech & Audio
(1)
Core AI
(1)
Models
(1)
Keywords
transformer language model
(2)
sequence-to-sequence model
(2)
text generation
(2)
neural machine translation
(2)
transfer learning
(1)
ensemble learning
(1)
representation learning
(1)
knowledge distillation
(1)
multi-task learning
(1)
question answering
(1)
extractive summarization
(1)
style transfer
(1)
document summarization
(1)
empirical study
(1)
information retrieval
(1)
computer vision
(1)
reading comprehension
(1)
automatic speech recognition
(1)
adversarial training
(1)
adversarial learning
(1)
Papers
Retrieval meets Long Context Large Language Models
ICLR 2024
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022
ACL 2022
NVIDIA NeMo’s Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21
EMNLP 2021
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models
EMNLP 2020
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
ACL 2019
Multiple-Attribute Text Rewriting
ICLR 2019
State-Reification Networks: Improving Generalization by Modeling the Distribution of Hidden Representations
ICML 2019
Deep Complex Networks
ICLR 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning
ICLR 2018
Neural Models for Key Phrase Extraction and Question Generation
ACL 2018
Towards Text Generation with Adversarially Learned Neural Outlines
NeurIPS 2018
Neural Architectures for Named Entity Recognition
NAACL 2016