Kyung-Min Kim
8 papers · 2017–2023 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16) π Conference Polyglot Β· Silver
π§
Keyword Pioneer
β
The Questioner
π
Conference Pioneer
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Applications Β· Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Methods
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications Β· Data Science & Analytics
(1)
Applications Β· Reinforcement Learning
(1)
Core Methods
(1)
Keywords
question answering
(2)
numerical reasoning
(2)
recommender system
(2)
contrastive learning
(2)
offline reinforcement learning
(1)
policy optimization
(1)
transfer learning
(1)
data augmentation
(1)
machine reading comprehension
(1)
metropolis-hastings algorithm
(1)
target distribution
(1)
scaling law
(1)
graph attention network
(1)
preference-based reinforcement learning
(1)
long-term memory
(1)
recommendation system
(1)
action space
(1)
video question answering
(1)
attention masking
(1)
click-through rate
(1)
Papers
Direct Preference-based Policy Optimization without Reward Modeling
NeurIPS 2023
Scaling Law for Recommendation Models: Towards General-Purpose User Representations
AAAI 2023
Exploiting Numerical-Contextual Knowledge to Improve Numerical Reasoning in Question Answering
NAACL 2022
Know Your Action Set: Learning Action Relations for Reinforcement Learning
ICLR 2022
Have You Seen That Number? Investigating Extrapolation in Question Answering Models
EMNLP 2021
Metropolis-Hastings Data Augmentation for Graph Neural Networks
NeurIPS 2021
Multimodal Dual Attention Memory for Video Story Question Answering
ECCV 2018
DeepStory: Video Story QA by Deep Embedded Memory Networks
IJCAI 2017