Koichi Takeda
24 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (46) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π€ Dynamic Duo (23)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(109)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(6)
π
Trend Setter
π
Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(20)
Machine Learning
(16)
Core Methods
(11)
Deep Learning
(8)
Generation
(8)
Resources & Methods
(8)
Learning Types Β· Machine Learning
(7)
Artificial Intelligence
(6)
Applications
(6)
Learning Types Β· Deep Learning
(6)
Core AI
(5)
Understanding
(5)
Interdisciplinary
(3)
Linguistics
(2)
Computer Vision
(1)
Keywords
sentence embedding
(4)
natural language inference
(4)
deep metric learning
(3)
semantic frame induction
(3)
representation learning
(3)
semantic frame
(3)
semantic textual similarity
(3)
text generation
(3)
embedding learning
(2)
frame semantics
(2)
machine translation
(2)
contextualized embedding
(2)
contextualized word embedding
(2)
large language model
(2)
curriculum learning
(2)
neural machine translation
(2)
semantic analysis
(2)
cross-lingual transfer
(1)
social media analysis
(1)
sequence labeling
(1)
Papers
FrameEOL: Semantic Frame Induction using Causal Language Models
EMNLP 2025
Definition Generation for Automatically Induced Semantic Frame
ACL 2024
Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples
ACL 2024
Sentence Representations via Gaussian Embedding
EACL 2024
Simplifying Translations for Children: Iterative Simplification Considering Age of Acquisition with LLMs
ACL 2024
Verifying Claims About Metaphors with Large-Scale Automatic Metaphor Identification
NAACL 2024
WikiSplit++: Easy Data Refinement for Split and Rephrase
COLING 2024
Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction
ACL 2023
Building a Buzzer-quiz Answering System
ACL 2023
Realistic Citation Count Prediction Task for Newly Published Papers
EACL 2023
Semantic Frame Induction with Deep Metric Learning
EACL 2023
Transformer-based Live Update Generation for Soccer Matches from Microblog Posts
EMNLP 2023
Automating Interlingual Homograph Recognition with Parallel Sentences
AACL 2022
Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals
NAACL 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
DefSent: Sentence Embeddings using Definition Sentences
ACL 2021
Self-Guided Curriculum Learning for Neural Machine Translation
ACL 2021
Semantic Frame Induction using Masked Word Embeddings and Two-Step Clustering
ACL 2021
Transformer-based Lexically Constrained Headline Generation
EMNLP 2021
Verb Sense Clustering using Contextualized Word Representations for Semantic Frame Induction
ACL 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