← Authors

Tomoki Taniguchi

17 papers · 2017–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (47) 🀝 Dynamic Duo (16) ❓ The Questioner ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (6) πŸ’Ž Century Club (16) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (80)

Conferences

EMNLP (6) COLING (4) IJCNLP (3) AACL (2) ACL (1) EACL (1)

Top co-authors

Tomoko Ohkuma (17) Yasuhide Miura (10) Motoki Taniguchi (9) Shotaro Misawa (6) Ryuji Kano (6) Takumi Takahashi (5) Toru Nishino (5) Chencheng Zhu (2) Yuki Tagawa (2) Takayuki Yamamoto (1)

Research topics

Applications (1)

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

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
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 IJCNLP 2019
Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning 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
Using Social Networks to Improve Language Variety Identification with Neural Networks IJCNLP 2017
Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction ACL 2017