Masashi Shimbo
18 papers · 2007–2024 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (19) π Conference Polyglot Β· Silver π Academic Marathon Β· Full π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Bronze
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Dynamic Duo
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Knowledge & Reasoning
(3)
Architectures
(3)
Optimization & Theory
(3)
Representation
(3)
Natural Language Processing
(2)
Applications
(2)
Core AI
(2)
Learning Types
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Learning Paradigms
(1)
Keywords
link prediction
(4)
knowledge graph completion
(2)
relation extraction
(2)
knowledge graph embedding
(2)
embedding learning
(1)
logical reasoning
(1)
self-supervised learning
(1)
fact verification
(1)
discrete optimization
(1)
graph embedding
(1)
noise reduction
(1)
knowledge base completion
(1)
knowledge graph
(1)
bilinear model
(1)
seed selection
(1)
loss function
(1)
neural tensor network
(1)
fast fourier transform
(1)
relation embedding
(1)
barlow twin
(1)
Papers
Rethinking Loss Functions for Fact Verification
EACL 2024
Learning Decorrelated Representations Efficiently Using Fast Fourier Transform
CVPR 2023
A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings
EMNLP 2020
A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs
EMNLP 2019
Neural Tensor Networks with Diagonal Slice Matrices
NAACL 2018
Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction
ACL 2018
Knowledge Transfer for Out-of-Knowledge-Base Entities : A Graph Neural Network Approach
IJCAI 2017
On the Equivalence of Holographic and Complex Embeddings for Link Prediction
ACL 2017
Centering Similarity Measures to Reduce Hubs
EMNLP 2013
Modeling and Learning Semantic Co-Compositionality through Prototype Projections and Neural Networks
EMNLP 2013
Walk-based Computation of Contextual Word Similarity
COLING 2012
HITS-based Seed Selection and Stop List Construction for Bootstrapping
ACL 2011
Using the Mutual k-Nearest Neighbor Graphs for Semi-supervised Classification on Natural Language Data
CoNLL 2011
Bypassed alignment graph for learning coordination in Japanese sentences
ACL 2009
Coordinate Structure Analysis with Global Structural Constraints and Alignment-Based Local Features
ACL 2009
Generic Text Summarization Using Probabilistic Latent Semantic Indexing
IJCNLP 2008
Graph-based Analysis of Semantic Drift in Espresso-like Bootstrapping Algorithms
EMNLP 2008
A Discriminative Learning Model for Coordinate Conjunctions
EMNLP 2007