Kristjan Arumae
4 papers · 2018–2020 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
Top co-authors
Research topics
Natural Language Processing
(4)
Generation
(3)
Deep Learning
(2)
Machine Learning
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Methods
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
extractive summarization
(2)
catastrophic forgetting
(1)
natural language generation
(1)
sentence compression
(1)
text summarization
(1)
multi-domain learning
(1)
experience replay
(1)
elastic weight consolidation
(1)
language model pretraining
(1)
summarization dataset
(1)
question-answering reward
(1)
cloze-style question
(1)
document surrogate
(1)
question-focused reward
(1)
summary highlight
(1)
sub-sentence level
(1)
important sentence
(1)
reinforcement learning
(1)
textual unit
(1)
Papers
An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training
EMNLP 2020
Guiding Extractive Summarization with Question-Answering Rewards
NAACL 2019
Towards Annotating and Creating Summary Highlights at Sub-sentence Level
EMNLP 2019
Reinforced Extractive Summarization with Question-Focused Rewards
ACL 2018