← Authors

Koichi Takeda

28 papers · 2019–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (6) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (53) 🧭 Keyword Pioneer 🀝 Dynamic Duo (27) 🧬 Topic Evolution πŸ’Ž Century Club (28) πŸ”₯ Unstoppable (7) πŸ—ƒοΈ Keyword Collector (112) πŸ“ˆ Trend Setter ⚑ Prolific Year (9)

Conferences

ACL (10) EMNLP (6) IJCNLP (4) EACL (3) NAACL (3) AACL (1) COLING (1)

Top co-authors

Ryohei Sasano (27) Kosuke Yamada (12) Hayato Tsukagoshi (7) Lei Zhou (4) Tsutomu Hirao (3) Liang Ding (3) Makoto Morishita (2) Masashi Oshika (2) Kevin Duh (2) Shinji Watanabe (2)

Keywords

sentence embedding (5) natural language inference (5) semantic frame induction (4) contextualized word embedding (3) semantic frame (3) semantic textual similarity (3) deep metric learning (3) curriculum learning (3) representation learning (3) neural machine translation (3) text generation (3) frame semantics (2) unsupervised learning (2) machine translation (2) embedding learning (2) supervised learning (2) semantic analysis (2) semantic similarity (2) contextualized embedding (2) large language model (2)

Papers

FrameEOL: Semantic Frame Induction using Causal Language Models EMNLP 2025
Verifying Claims About Metaphors with Large-Scale Automatic Metaphor Identification NAACL 2024
Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples ACL 2024
Simplifying Translations for Children: Iterative Simplification Considering Age of Acquisition with LLMs ACL 2024
Definition Generation for Automatically Induced Semantic Frame ACL 2024
WikiSplit++: Easy Data Refinement for Split and Rephrase COLING 2024
Sentence Representations via Gaussian Embedding EACL 2024
Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction ACL 2023
Semantic Frame Induction with Deep Metric Learning EACL 2023
Realistic Citation Count Prediction Task for Newly Published Papers EACL 2023
Transformer-based Live Update Generation for Soccer Matches from Microblog Posts EMNLP 2023
Building a Buzzer-quiz Answering System ACL 2023
Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals NAACL 2022
Automating Interlingual Homograph Recognition with Parallel Sentences AACL 2022
Cross-Modal Similarity-Based Curriculum Learning for Image Captioning EMNLP 2022
Leveraging Three Types of Embeddings from Masked Language Models in Idiom Token Classification NAACL 2022
Semantic Frame Induction using Masked Word Embeddings and Two-Step Clustering ACL 2021
Verb Sense Clustering using Contextualized Word Representations for Semantic Frame Induction ACL 2021
Transformer-based Lexically Constrained Headline Generation EMNLP 2021
Self-Guided Curriculum Learning for Neural Machine Translation ACL 2021
DefSent: Sentence Embeddings using Definition Sentences ACL 2021
Verb Sense Clustering using Contextualized Word Representations for Semantic Frame Induction IJCNLP 2021
Self-Guided Curriculum Learning for Neural Machine Translation IJCNLP 2021
DefSent: Sentence Embeddings using Definition Sentences IJCNLP 2021
Semantic Frame Induction using Masked Word Embeddings and Two-Step Clustering IJCNLP 2021
Sequential Span Classification with Neural Semi-Markov CRFs for Biomedical Abstracts EMNLP 2020
Zero-Shot Translation Quality Estimation with Explicit Cross-Lingual Patterns EMNLP 2020
Incorporating Textual Information on User Behavior for Personality Prediction ACL 2019