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researcher

Sumio Fujita

4 papers hereh-index 14563 citations112 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.IR2
  • cs.CL1
  • cs.CY1
same name
  • Sumio Fujita — 3 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedBanditRank: Learning to Rank Using Contextual Bandits

3 citations · 3 across the 3 of their papers we have counts for

collaborators

4 papers

cs.CY2021

Influenza Surveillance using Search Engine, SNS, On-line Shopping, Q&A Service and Past Flu Patients

Taichi Murayama, Nobuyuki Shimizu, Sumio Fujita +2

Influenza, an infectious disease, causes many deaths worldwide. Predicting influenza victims during epidemics is an important task for clinical, hospital, and community outbreak pr…

cs.IR2019★ 3 cited

BanditRank: Learning to Rank Using Contextual Bandits

Phanideep Gampa, Sumio Fujita

We propose an extensible deep learning method that uses reinforcement learning to train neural networks for offline ranking in information retrieval (IR). We call our method Bandit…

cs.CL2018

Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A Platforms

Avikalp Srivastava, Hsin Wen Liu, Sumio Fujita

Question categorization and expert retrieval methods have been crucial for information organization and accessibility in community question & answering (CQA) platforms. Research in…

cs.IR2017

A Short Note on Proximity-based Scoring of Documents with Multiple Fields

Tomohiro Manabe, Sumio Fujita

The BM25 ranking function is one of the most well known query relevance document scoring functions and many variations of it are proposed. The BM25F function is one of its adaptati…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.