Sotaro Takeshita
8 papers · 2022–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
👥
Mega-Team · Legion
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The Questioner
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Research topics
Natural Language Processing
(7)
Machine Learning
(6)
Applications · Natural Language Processing
(5)
Core Methods
(4)
Resources & Methods
(4)
Deep Learning
(3)
Application Areas
(3)
Artificial Intelligence
(2)
Core AI
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Keywords
text embedding
(3)
paper exploration
(2)
information retrieval
(2)
contrastive learning
(2)
text summarization
(1)
data augmentation
(1)
embedding learning
(1)
text encoder
(1)
text classification
(1)
passage retrieval
(1)
named entity recognition
(1)
semantic search
(1)
summarization evaluation
(1)
language identification
(1)
evaluation metric
(1)
extractive summarization
(1)
pre-trained language model
(1)
hidden representation
(1)
multi-task learning
(1)
representation learning
(1)
Papers
CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data
ACL 2026
GenGO Ultra: an LLM-powered ACL Paper Explorer
ACL 2025
IRSum: One Model to Rule Summarization and Retrieval
ACL 2025
Randomly Removing 50% of Dimensions in Text Embeddings has Minimal Impact on Retrieval and Classification Tasks
EMNLP 2025
ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications
NAACL 2024
GenGO: ACL Paper Explorer with Semantic Features
ACL 2024
ROUGE-K: Do Your Summaries Have Keywords?
NAACL 2024
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System
NAACL 2022