Sho Takase
28 papers · 2013–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (12) π§ Keyword Pioneer π Conference Polyglot (7) π Interdisciplinary Bridge π Cross-Pollinator (9)
π
Cross-Pollinator
(9)
π§
Keyword Pioneer
π
Academic Marathon
(12)
π
Keyword Trendsetter Combo
(3)
π€
Dynamic Duo
(14)
π±
Topic Pioneer
π§¬
Topic Evolution
β‘
Prolific Year
(5)
π
Century Club
(28)
π
Conference Pioneer
ποΈ
Keyword Collector
(88)
π₯
Unstoppable
(8)
π
Trend Setter
Conferences
ACL (13)
EMNLP (6)
IJCNLP (3)
NAACL (3)
AAAI (1)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
neural machine translation
(4)
language model
(4)
recurrent neural network
(3)
encoder-decoder model
(3)
machine translation
(3)
data augmentation
(3)
anagram generation
(2)
grammatical error correction
(2)
depth-first search
(2)
text summarization
(2)
combinatorial constraint
(2)
natural language generation
(2)
neural language model
(2)
subword regularization
(2)
model ensemble
(2)
text classification
(2)
headline generation
(2)
word embedding
(2)
abstractive summarization
(2)
large language model
(2)
Papers
Scaling Laws for Upcycling Mixture-of-Experts Language Models
ICML 2025
Large Vocabulary Size Improves Large Language Models
ACL 2025
B2T Connection: Serving Stability and Performance in Deep Transformers
ACL 2023
Lessons on Parameter Sharing across Layers in Transformers
ACL 2023
Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A Study on Performance and Controllability in Prompt-Based Methods
ACL 2023
Dynamic Structured Neural Topic Model with Self-Attention Mechanism
ACL 2023
ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization
NAACL 2022
Interpretability for Language Learners Using Example-Based Grammatical Error Correction
ACL 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
NT5 at WMT 2022 General Translation Task
EMNLP 2022
Joint Optimization of Tokenization and Downstream Model
IJCNLP 2021
Joint Optimization of Tokenization and Downstream Model
ACL 2021
Rethinking Perturbations in Encoder-Decoders for Fast Training
NAACL 2021
Optimizing Word Segmentation for Downstream Task
EMNLP 2020
Improving Truthfulness of Headline Generation
ACL 2020
All Word Embeddings from One Embedding
NIPS 2020
Character n-Gram Embeddings to Improve RNN Language Models
AAAI 2019
Generating Natural Anagrams: Towards Language Generation Under Hard Combinatorial Constraints
IJCNLP 2019
Positional Encoding to Control Output Sequence Length
NAACL 2019
Generating Natural Anagrams: Towards Language Generation Under Hard Combinatorial Constraints
EMNLP 2019
Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models
EMNLP 2018
An Empirical Study of Building a Strong Baseline for Constituency Parsing
ACL 2018
Direct Output Connection for a High-Rank Language Model
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