Motoki Taniguchi
12 papers · 2017–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (35) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Dynamic Duo
(11)
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(7)
π₯
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Century Club Β· Bronze
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Research topics
Machine Learning
(9)
Natural Language Processing
(5)
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(5)
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(5)
Deep Learning
(4)
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(4)
Core Methods
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Reinforcement Learning
(2)
Core AI
(2)
Methods
(2)
Techniques
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Keywords
attention mechanism
(2)
reinforcement learning
(2)
multi-task learning
(2)
domain adaptation
(1)
social media analysis
(1)
ensemble learning
(1)
transfer learning
(1)
curriculum learning
(1)
graph embedding
(1)
relation extraction
(1)
multilingual processing
(1)
entity linking
(1)
information extraction
(1)
extractive summarization
(1)
named entity recognition
(1)
text classification
(1)
reading comprehension
(1)
medical report generation
(1)
domain generalization
(1)
representation learning
(1)
Papers
Finding-Centric Structuring of Japanese Radiology Reports and Analysis of Performance Gaps for Multiple Facilities
NAACL 2025
Quantifying Appropriateness of Summarization Data for Curriculum Learning
EACL 2021
A Large-Scale Corpus of E-mail Conversations with Standard and Two-Level Dialogue Act Annotations
COLING 2020
Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation
EMNLP 2020
CLER: Cross-task Learning with Expert Representation to Generalize Reading and Understanding
EMNLP 2019
Relation Prediction for Unseen-Entities Using Entity-Word Graphs
EMNLP 2019
Harnessing Popularity in Social Media for Extractive Summarization of Online Conversations
EMNLP 2018
Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification
EMNLP 2018
Integrating Tree Structures and Graph Structures with Neural Networks to Classify Discussion Discourse Acts
COLING 2018
Joint Modeling for Query Expansion and Information Extraction with Reinforcement Learning
EMNLP 2018
Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction
ACL 2017
Using Social Networks to Improve Language Variety Identification with Neural Networks
IJCNLP 2017