Hayato Kobayashi
13 papers · 2014–2021 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (29)
π±
Topic Pioneer
π
Trend Setter
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(8)
Natural Language Processing
(5)
Learning Types Β· Machine Learning
(4)
Deep Learning
(3)
Applications
(3)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Keywords
neural network
(2)
comment ranking
(2)
multi-task learning
(2)
reproducing kernel hilbert space
(2)
information retrieval
(1)
sentiment classification
(1)
model combination
(1)
headline generation
(1)
text generation
(1)
gaussian process
(1)
minimax optimality
(1)
learning to rank
(1)
kernel density estimation
(1)
alternating minimization
(1)
skip-gram model
(1)
pairwise ranking
(1)
ranking model
(1)
ensemble method
(1)
language model
(1)
text summarization
(1)
Papers
A Case Study of In-House Competition for Ranking Constructive Comments in a News Service
NAACL 2021
A Case Study on Neural Headline Generation for Editing Support
NAACL 2019
Dataset Creation for Ranking Constructive News Comments
ACL 2019
Extractive Headline Generation Based on Learning to Rank for Community Question Answering
COLING 2018
Frustratingly Easy Model Ensemble for Abstractive Summarization
EMNLP 2018
Pretraining Sentiment Classifiers with Unlabeled Dialog Data
ACL 2018
Incremental Skip-gram Model with Negative Sampling
EMNLP 2017
Gaussian process nonparametric tensor estimator and its minimax optimality
ICML 2016
Minimax Optimal Alternating Minimization for Kernel Nonparametric Tensor Learning
NeurIPS 2016
On Approximately Searching for Similar Word Embeddings
ACL 2016
Summarization Based on Embedding Distributions
EMNLP 2015
Perplexity on Reduced Corpora
ACL 2014
Rapid Development of a Corpus with Discourse Annotations using Two-stage Crowdsourcing
COLING 2014