← Authors

Hayato Kobayashi

13 papers · 2014–2021 · 6 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (31) 🌍 Conference Polyglot (6) 🌱 Topic Pioneer πŸ’Ž Century Club (13) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (6)

Conferences

ACL (4) EMNLP (3) COLING (2) NAACL (2) ICML (1) NIPS (1)

Top co-authors

Nobuyuki Shimizu (3) Taichi Yatsuka (3) Kazuma Murao (3) Takeshi Masuyama (3) Soichiro Fujita (2) Taiji Suzuki (2) Heishiro Kanagawa (2) Tatsuru Higurashi (2) Ken Kobayashi (2) Manabu Okumura (2)

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