PUBLICATIONS

楽天グループにおける多腕バンディットを用いたMulti-slot 型広告の最適化
Author: 石川詩苑　劉雲青　平手勇宇
『応用数理』 第34巻1号, pp. 37-41, 2024. open new tab
Jun 2024
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Research Areas : #Customer Program
Tags : #Information Extraction #Recommender systems
Careers : Positions
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning
Author: Debrup Das, Debopriyo Banerjee, Somak Aditya, Ashish Kulkarni
NAACL open new tab
Jun 2024
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Research Areas : #Language Program
Tags : #Data Analysis #Deep learning #Information Retrieval #Language Pretrained Model #Natural Language Processing
Careers : Positions
Search Query Refinement for Japanese Named Entity Recognition in E-commerce Domain
Author: Yuki Nakayama, Ryutaro Tatsushima, Erick Mendieta, Koji Murakami, Keiji Shinzato
NAACL open new tab
Jun 2024
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Research Areas : #Language Program
Tags : #NamedEntityRecognition
Careers : Positions
JLBert: Japanese Light BERT for Cross-Domain Short TextClassification
Author: Chandrai Kayal, Sayantan Chattopadhyay, Aryan Gupta, Satyen Abrol, Archie Gugol
COLING 2024 open new tab
May 2024
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Research Areas : #Customer Program
Tags : #Language Pretrained Model #Natural Language Processing
Careers : Positions
Position Bias Estimation with Item Embedding for Sparse Dataset
Author: Shion Ishikawa , Yun Ching Liu, Young-Joo Chung, Yu Hirate
WWW2024 open new tab
May 2024
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Research Areas : #Customer Program
Tags : #Bias mitigation #Machine Learning #Recommender systems
Careers : Positions
Rapid Deployment of DNNs for Edge Computing via Structured Pruning at Initialization
Author: Bailey J. Eccles, Leon Wong, Blesson Varghese
IEEE/ACM CCGRID 2024 open new tab
May 2024
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Research Areas : #MNO
Tags : #Autonomous Network #federated learning
Careers : Positions
Text2Illustration: Sampling and Composing Creatives with Text
Author: Geethu Jacob, Sagar Sahu, Bjorn Stenger
CODS COMAD 2024 open new tab
Jan 2024
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Research Areas : #Vision Program
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Does Named Entity Recognition Truly Not Scale Up to Real-world Product Attribute Extraction?
Author: Wei-Te Chen, Keiji Shinzato, Naoki Yoshinaga, Yandi Xia
EMNLP 2023 Industry Track open new tab
Dec 2023
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Research Areas : #Language Program
Careers : Positions
A Prior-Guided Meta-Weight Network for Long-tailed Noisy Data in Item Categorization
Author: Tianqi Wang, Lei Chen, and Jing Gao
IEEE BigData 2023 conference open new tab
Dec 2023
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Research Areas : #Language Program
Careers : Positions
Perceptual Structure in the Absence of Grounding for LLMs: The Impact of Abstractedness and Subjectivity in Color Language   
Author: ablo Loyola . Edison Marrese-Taylor* and Andres Hoyos Idrobro *AIST
EMNLP 2023 Findings open new tab
Dec 2023
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Research Areas : #Customer Program
Careers : Positions
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