Sho Takase
27 papers · 2013–2026 · 8 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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πΊοΈ Taxonomy Completionist (41) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Trendsetter Combo
(3)
π€
Dynamic Duo
(13)
π§¬
Topic Evolution
π§
Keyword Pioneer
ποΈ
Keyword Collector
(97)
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
π
Conference Pioneer
Top co-authors
Research topics
Natural Language Processing
(18)
Machine Learning
(16)
Deep Learning
(14)
Generation
(11)
Applications
(9)
Application Areas
(8)
Architectures
(6)
Core Methods
(6)
Optimization & Theory
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types Β· Deep Learning
(5)
Models
(4)
Resources & Methods
(3)
Learning Types Β· Machine Learning
(2)
Keywords
language model
(4)
neural machine translation
(4)
machine translation
(3)
encoder-decoder model
(3)
recurrent neural network
(3)
data augmentation
(3)
large language model
(2)
grammatical error correction
(2)
subword regularization
(2)
ensemble learning
(2)
word embedding
(2)
headline generation
(2)
text classification
(2)
text summarization
(2)
model ensemble
(2)
abstractive summarization
(2)
prompt engineering
(1)
natural language generation
(1)
sentiment analysis
(1)
in-context learning
(1)
Papers
Takoyaki at SemEval-2026 Task 3: Ensembling LLM Predictions using Demonstration Retrieval for Dimensional Aspect-based Sentiment Analysis
SemEval 2026
Large Vocabulary Size Improves Large Language Models
ACL 2025
Scaling Laws for Upcycling Mixture-of-Experts Language Models
ICML 2025
B2T Connection: Serving Stability and Performance in Deep Transformers
ACL 2023
Dynamic Structured Neural Topic Model with Self-Attention Mechanism
ACL 2023
Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A Study on Performance and Controllability in Prompt-Based Methods
ACL 2023
Lessons on Parameter Sharing across Layers in Transformers
ACL 2023
ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization
NAACL 2022
Interpretability for Language Learners Using Example-Based Grammatical Error Correction
ACL 2022
NT5 at WMT 2022 General Translation Task
EMNLP 2022
Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation
ACL 2022
Word-level Perturbation Considering Word Length and Compositional Subwords
ACL 2022
Joint Optimization of Tokenization and Downstream Model
ACL 2021
Rethinking Perturbations in Encoder-Decoders for Fast Training
NAACL 2021
All Word Embeddings from One Embedding
NeurIPS 2020
Improving Truthfulness of Headline Generation
ACL 2020
Optimizing Word Segmentation for Downstream Task
EMNLP 2020
Character n-Gram Embeddings to Improve RNN Language Models
AAAI 2019
Generating Natural Anagrams: Towards Language Generation Under Hard Combinatorial Constraints
EMNLP 2019
Positional Encoding to Control Output Sequence Length
NAACL 2019
An Empirical Study of Building a Strong Baseline for Constituency Parsing
ACL 2018
Direct Output Connection for a High-Rank Language Model
EMNLP 2018
Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models
EMNLP 2018
Input-to-Output Gate to Improve RNN Language Models
IJCNLP 2017
Composing Distributed Representations of Relational Patterns
ACL 2016
Neural Headline Generation on Abstract Meaning Representation
EMNLP 2016
Detecting Chronic Critics Based on Sentiment Polarity and Userβs Behavior in Social Media
ACL 2013