Hayato Kobayashi
13 papers · 2014–2021 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (7)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(31)
π
Conference Polyglot
(6)
π±
Topic Pioneer
π
Century Club
(13)
π
Trend Setter
π₯
Unstoppable
(6)
Conferences
ACL (4)
EMNLP (3)
COLING (2)
NAACL (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
comment ranking
(2)
neural network
(2)
reproducing kernel hilbert space
(2)
model combination
(1)
information retrieval
(1)
sentiment classification
(1)
text generation
(1)
minimax optimality
(1)
headline generation
(1)
multitask learning
(1)
gaussian process
(1)
pairwise ranking
(1)
learning to rank
(1)
kernel density estimation
(1)
alternating minimization
(1)
text summarization
(1)
skip-gram model
(1)
ranking model
(1)
ensemble method
(1)
dataset creation
(1)
Papers
A Case Study of In-House Competition for Ranking Constructive Comments in a News Service
NAACL 2021
Dataset Creation for Ranking Constructive News Comments
ACL 2019
A Case Study on Neural Headline Generation for Editing Support
NAACL 2019
Extractive Headline Generation Based on Learning to Rank for Community Question Answering
COLING 2018
Pretraining Sentiment Classifiers with Unlabeled Dialog Data
ACL 2018
Frustratingly Easy Model Ensemble for Abstractive Summarization
EMNLP 2018
Incremental Skip-gram Model with Negative Sampling
EMNLP 2017
On Approximately Searching for Similar Word Embeddings
ACL 2016
Minimax Optimal Alternating Minimization for Kernel Nonparametric Tensor Learning
NIPS 2016
Gaussian process nonparametric tensor estimator and its minimax optimality
ICML 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