Sotaro Takeshita
8 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Renaissance Researcher (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
β
The Questioner
Conferences
ACL (4)
NAACL (3)
EMNLP (1)
Top co-authors
Keywords
text embedding
(3)
paper exploration
(2)
information retrieval
(2)
contrastive learning
(2)
text summarization
(1)
data augmentation
(1)
embedding learning
(1)
pretrained language model
(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)
hidden representation
(1)
text encoder
(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
GenGO: ACL Paper Explorer with Semantic Features
ACL 2024
ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications
NAACL 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