Tomoki Taniguchi
16 papers · 2017–2026 · 6 venues · across top CS/AI venues
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Research topics
Machine Learning
(11)
Natural Language Processing
(8)
Deep Learning
(7)
Learning Types
(6)
Artificial Intelligence
(5)
Applications
(5)
Architectures
(5)
Core Methods
(5)
Application Areas
(4)
Core AI
(4)
Healthcare & Medicine
(2)
Reinforcement Learning
(2)
Clinical
(2)
Generation
(2)
Learning Paradigms
(2)
Keywords
multi-task learning
(3)
attention mechanism
(3)
reinforcement learning
(2)
transfer learning
(1)
entity linking
(1)
ensemble learning
(1)
domain generalization
(1)
curriculum learning
(1)
medical imaging
(1)
multilingual processing
(1)
text classification
(1)
extractive summarization
(1)
named entity recognition
(1)
text generation
(1)
representation learning
(1)
reading comprehension
(1)
medical report generation
(1)
instruction tuning
(1)
graph embedding
(1)
unsupervised learning
(1)
Papers
Aggregate vs. Personalized Judges in Business Idea Evaluation: Evidence from Expert Disagreement
ACL 2026
Can LLMs Learn from Their Mistakes? Self-Correcting Instruction Tuning for Named Entity Recognition
IJCNLP 2025
Factual Accuracy is not Enough: Planning Consistent Description Order for Radiology Report Generation
EMNLP 2022
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
Aspect-Similarity-Aware Historical Influence Modeling for Rating Prediction
COLING 2020
Distinctive Slogan Generation with Reconstruction
COLING 2020
Identifying Implicit Quotes for Unsupervised Extractive Summarization of Conversations
AACL 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
Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning
EMNLP 2019
Relation Prediction for Unseen-Entities Using Entity-Word Graphs
EMNLP 2019
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
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