Masafumi Oyamada

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 26

Top Topics

Behavioral Data

Top Venues

Proc. VLDB Endow.

Publications

Kosuke Akimoto, Kunihiro Takeoka, Masafumi Oyamada
Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering. CoRR (2024)
Taro Yano, Kunihiro Takeoka, Masafumi Oyamada
Relevance, Diversity, and Exclusivity: Designing Keyword-augmentation Strategy for Zero-shot Classifiers. *SEM@NAACL (2024)
Masafumi Enomoto, Kunihiro Takeoka, Kosuke Akimoto, Kiril Gashteovski, Masafumi Oyamada
LightPAL: Lightweight Passage Retrieval for Open Domain Multi-Document Summarization. CoRR (2024)
Krisztián Boros, Masafumi Oyamada
Towards Large Language Model Organization: A Case Study on Abstractive Summarization. BigData (2023)
Shogo Hayashi, Yuyang Dong, Masafumi Oyamada
QA-Matcher: Unsupervised Entity Matching Using a Question Answering Model. PAKDD (4) (2023)
Kosuke Akimoto, Kunihiro Takeoka, Masafumi Oyamada
Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering. EMNLP (Findings) (2023)
Genki Kusano, Masafumi Oyamada
Cross-Domain User Similarity without Overlapping Attributes via Optimal Transport Theory. eCom@SIGIR (2023)
Haochen Zhang, Yuyang Dong, Chuan Xiao, Masafumi Oyamada
Jellyfish: A Large Language Model for Data Preprocessing. CoRR (2023)
Yuyang Dong, Chuan Xiao, Takuma Nozawa, Masafumi Enomoto, Masafumi Oyamada
DeepJoin: Joinable Table Discovery with Pre-trained Language Models. Proc. VLDB Endow. 16 (10) (2023)
Haochen Zhang, Yuyang Dong, Chuan Xiao, Masafumi Oyamada
Large Language Models as Data Preprocessors. CoRR (2023)
Yuyang Dong, Chuan Xiao, Takuma Nozawa, Masafumi Enomoto, Masafumi Oyamada
DeepJoin: Joinable Table Discovery with Pre-trained Language Models. CoRR (2022)
Yuyang Dong, Masafumi Oyamada
Table Enrichment System for Machine Learning. SIGIR (2022)
Yuyang Dong, Masafumi Oyamada
Table Enrichment System for Machine Learning. CoRR (2022)
Kunihiro Takeoka, Kosuke Akimoto, Masafumi Oyamada
Low-resource Taxonomy Enrichment with Pretrained Language Models. EMNLP (1) (2021)
Yuyang Dong, Kunihiro Takeoka, Chuan Xiao, Masafumi Oyamada
Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach. ICDE (2021)
Genki Kusano, Masafumi Oyamada
User Identity Linkage for Different Behavioral Patterns across Domains. ICWSM (2021)
Masafumi Enomoto, Kunihiro Takeoka, Yuyang Dong, Masafumi Oyamada, Takeshi Okadome
Quality Control for Hierarchical Classification with Incomplete Annotations. PAKDD (3) (2021)
Yuyang Dong, Chuan Xiao, Hanxiong Chen, Jeffrey Xu Yu, Kunihiro Takeoka, Masafumi Oyamada, Hiroyuki Kitagawa
Continuous top-k spatial-keyword search on dynamic objects. VLDB J. 30 (2) (2021)
Yuyang Dong, Kunihiro Takeoka, Chuan Xiao, Masafumi Oyamada
Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach. CoRR (2020)
Kunihiro Takeoka, Yuyang Dong, Masafumi Oyamada
Learning with Unsure Responses. AAAI (2020)
Masafumi Oyamada
Extracting Feature Engineering Knowledge from Data Science Notebooks. IEEE BigData (2019)
Kunihiro Takeoka, Masafumi Oyamada, Shinji Nakadai, Takeshi Okadome
Meimei: An Efficient Probabilistic Approach for Semantically Annotating Tables. AAAI (2019)
Masafumi Oyamada
Accelerating Feature Engineering with Adaptive Partial Aggregation Tree. IEEE BigData (2018)
Masafumi Oyamada, Jianquan Liu, Shinji Ito, Kazuyo Narita, Takuya Araki, Hiroyuki Kitagawa
Compressed Vector Set: A Fast and Space-Efficient Data Mining Framework. J. Inf. Process. 26 (2018)
Masafumi Oyamada, Shinji Nakadai
Relational Mixture of Experts: Explainable Demographics Prediction with Behavioral Data. ICDM (2017)
Katsufumi Tomobe, Masafumi Oyamada, Shinji Nakadai
Link Prediction for Isolated Nodes in Heterogeneous Network by Topic-Based Co-clustering. PAKDD (1) (2017)
Masafumi Oyamada, Jianquan Liu, Kazuyo Narita, Takuya Araki
MOARLE: Matrix Operation Accelerator Based on Run-Length Encoding. APWeb (2014)
Masafumi Oyamada, Hideyuki Kawashima, Hiroyuki Kitagawa
Continuous query processing with concurrency control: reading updatable resources consistently. SAC (2013)
Masafumi Oyamada, Hideyuki Kawashima, Hiroyuki Kitagawa
Efficient Invocation of Transaction Sequences Triggered by Data Streams. 3PGCIC (2011)