Shota Sasaki
8 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Natural Language Processing
(3)
Core AI
(3)
Deep Learning
(2)
Applications
(2)
Architectures
(2)
Core Methods
(2)
Optimization & Theory
(2)
Application Areas
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
text classification
(2)
transfer learning
(1)
multilingual nlp
(1)
multilingual retrieval
(1)
text generation
(1)
cross-lingual information retrieval
(1)
neural network optimization
(1)
hyperpartisan news detection
(1)
learning to rank
(1)
hyperparameter tuning
(1)
numerical integration
(1)
shared representation
(1)
linear classifier
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
model ensembling
(1)
language generation
(1)
integrated gradient
(1)
confidence estimation
(1)
Papers
Can Language Neuron Intervention Reduce Non-Target Language Output?
EMNLP 2025
A Single Linear Layer Yields Task-Adapted Low-Rank Matrices
COLING 2024
The Impact of Integration Step on Integrated Gradients
EACL 2024
TohokuNLP at SemEval-2023 Task 5: Clickbait Spoiling via Simple Seq2Seq Generation and Ensembling
SemEval 2023
Preventing Critical Scoring Errors in Short Answer Scoring with Confidence Estimation
ACL 2020
Subword-based Compact Reconstruction of Word Embeddings
NAACL 2019
The Sally Smedley Hyperpartisan News Detector at SemEval-2019 Task 4
SemEval 2019
Cross-Lingual Learning-to-Rank with Shared Representations
NAACL 2018