Doo Soon Kim
15 papers · 2010–2022 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π€
Dynamic Duo
(11)
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
π
Conference Pioneer
ποΈ
Keyword Collector
(61)
Top co-authors
Research topics
Artificial Intelligence
(6)
Natural Language Processing
(6)
Deep Learning
(5)
Core AI
(5)
Machine Learning
(4)
Generation
(4)
Application Areas
(3)
Applications Β· Natural Language Processing
(3)
Learning Paradigms
(3)
Learning Types Β· Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Computer Science
(2)
Computer Vision
(2)
Applications Β· Computer Science
(2)
Architectures
(1)
Keywords
sentence fusion
(4)
abstractive summarization
(4)
text generation
(3)
text summarization
(2)
vision-language model
(2)
natural language understanding
(2)
keyphrase extraction
(2)
deep learning
(1)
document summarization
(1)
knowledge distillation
(1)
coreference resolution
(1)
image editing
(1)
conversational agent
(1)
embedding similarity
(1)
question answering
(1)
evaluation metric
(1)
multimodal learning
(1)
semantic similarity
(1)
software engineering
(1)
semantic parsing
(1)
Papers
CAISE: Conversational Agent for Image Search and Editing
AAAI 2022
KPQA: A Metric for Generative Question Answering Using Keyphrase Weights
NAACL 2021
X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering
NAACL 2021
A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion
AACL 2020
A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents
COLING 2020
AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises
AACL 2020
Efficient Deployment of Conversational Natural Language Interfaces over Databases
ACL 2020
Learning to Fuse Sentences with Transformers for Summarization
EMNLP 2020
Understanding Points of Correspondence between Sentences for Abstractive Summarization
ACL 2020
ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT
EMNLP 2020
Analyzing Sentence Fusion in Abstractive Summarization
EMNLP 2019
Scoring Sentence Singletons and Pairs for Abstractive Summarization
ACL 2019
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents
NAACL 2018
Building a Lightweight Semantic Model for Unsupervised Information Extraction on Short Listings
EMNLP 2012
Improving the Quality of Text Understanding by Delaying Ambiguity Resolution
COLING 2010