Tomoki Taniguchi
18 papers · 2017–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (8) π Conference Polyglot (6) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (13)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(47)
π€
Dynamic Duo
(16)
β
The Questioner
β‘
Prolific Year
(5)
π
Conference Pioneer
π₯
Unstoppable
(6)
π
Century Club
(16)
π
Trend Setter
ποΈ
Keyword Collector
(80)
Conferences
EMNLP (6)
COLING (4)
IJCNLP (3)
AACL (2)
ACL (2)
EACL (1)
Top co-authors
Research topics
Keywords
attention mechanism
(4)
multi-task learning
(4)
named entity recognition
(2)
document classification
(2)
error correction
(2)
reinforcement learning
(2)
hierarchical consistency
(2)
instruction tuning
(2)
text generation
(2)
ensemble learning
(1)
extractive summarization
(1)
entity linking
(1)
transfer learning
(1)
medical imaging
(1)
domain generalization
(1)
medical report generation
(1)
curriculum learning
(1)
reading comprehension
(1)
graph embedding
(1)
multilingual processing
(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
Can LLMs Learn from Their Mistakes? Self-Correcting Instruction Tuning for Named Entity Recognition
AACL 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
Identifying Implicit Quotes for Unsupervised Extractive Summarization of Conversations
AACL 2020
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
Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation
EMNLP 2020
Relation Prediction for Unseen-Entities Using Entity-Word Graphs
EMNLP 2019
Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning
EMNLP 2019
Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning
IJCNLP 2019
CLER: Cross-task Learning with Expert Representation to Generalize Reading and Understanding
EMNLP 2019
Integrating Tree Structures and Graph Structures with Neural Networks to Classify Discussion Discourse Acts
COLING 2018
Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification
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