kangil kim
7 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (8) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(13)
Conferences
ACL (2)
ICLR (2)
EMNLP (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Research topics
Keywords
neural network
(2)
grammar induction
(2)
unsupervised learning
(2)
few-shot learning
(1)
neural machine translation
(1)
syntactic parsing
(1)
unsupervised parsing
(1)
semantic consistency
(1)
inner product
(1)
angular similarity
(1)
hierarchical structure
(1)
knowledge graph embedding
(1)
entity embedding
(1)
distributed representation
(1)
transformation learning
(1)
beam search
(1)
feature normalization
(1)
concept equalization
(1)
neural grammar induction
(1)
relation semantics
(1)
Papers
Probability Distribution Collapse: A Critical Bottleneck to Compact Unsupervised Neural Grammar Induction
EMNLP 2025
RSCF: Relation-Semantics Consistent Filter for Entity Embedding of Knowledge Graph
ACL 2025
Fixed Non-negative Orthogonal Classifier: Inducing Zero-mean Neural Collapse with Feature Dimension Separation
ICLR 2024
Label-Focused Inductive Bias over Latent Object Features in Visual Classification
ICLR 2024
Structural Optimization Ambiguity and Simplicity Bias in Unsupervised Neural Grammar Induction
ACL 2024
Spherization Layer: Representation Using Only Angles
NIPS 2022
Concept Equalization to Guide Correct Training of Neural Machine Translation
IJCNLP 2017