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Masashi Shimbo

22 papers · 2007–2024 · 9 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (20) 🌍 Conference Polyglot (9) 🧭 Keyword Pioneer πŸƒ Academic Marathon (17) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🀝 Dynamic Duo (12) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸ’Ž Century Club (22)

Conferences

EMNLP (6) ACL (5) IJCNLP (4) CONLL (2) COLING (1) CVPR (1) EACL (1) IJCAI (1) NAACL (1)

Top co-authors

Yuji Matsumoto (12) Kazuo Hara (8) Katsuhiko Hayashi (5) Hideharu Okuma (4) Mamoru Komachi (3) Yutaro Shigeto (2) Ikumi Suzuki (2) Van-Thuy Phi (1) Koki Kishimoto (1) Takahiko Ito (1)

Keywords

link prediction (4) knowledge graph embedding (3) composite relation (2) bilinear model (2) matrix factorization (2) knowledge graph completion (2) relation extraction (2) discrete optimization (1) graph embedding (1) noise reduction (1) knowledge base completion (1) relation prediction (1) knowledge graph (1) seed selection (1) loss function (1) neural tensor network (1) fast fourier transform (1) relation embedding (1) barlow twin (1) class weighting (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 IJCNLP 2019
A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs EMNLP 2019
Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction ACL 2018
Neural Tensor Networks with Diagonal Slice Matrices NAACL 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
Coordinate Structure Analysis with Global Structural Constraints and Alignment-Based Local Features ACL 2009
Bypassed alignment graph for learning coordination in Japanese sentences ACL 2009
Coordinate Structure Analysis with Global Structural Constraints and Alignment-Based Local Features IJCNLP 2009
Bypassed alignment graph for learning coordination in Japanese sentences IJCNLP 2009
Graph-based Analysis of Semantic Drift in Espresso-like Bootstrapping Algorithms EMNLP 2008
Generic Text Summarization Using Probabilistic Latent Semantic Indexing IJCNLP 2008
A Discriminative Learning Model for Coordinate Conjunctions EMNLP 2007
A Discriminative Learning Model for Coordinate Conjunctions CONLL 2007