Masafumi Oyamada

1. Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach
   2020/10/26 by Yuyang Dong, Kunihiro Takeoka, Dong, Yuyang +5 · 7 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Web Data Mining and Analysis
2. Large Language Models as Data Preprocessors
   2023/08/30 by Haochen Zhang, Yuyang Dong, Zhang, Haochen +5 · 8 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
3. LLM-based Query Expansion Fails for Unfamiliar and Ambiguous Queries
   2025/05/19 by Kunihiro Takeoka, Abe, Kenya, Makoto P. Kato +4 · 6 citations
   Computer Science · #FOS: Computer and information sciences #H.3.3 #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Natural Language Processing Techniques #Topic Modeling
4. Best-of-∞ -- Asymptotic Performance of Test-Time LLM Ensembling
   2025/09/25 by Junpei Komiyama, Komiyama, Junpei, Daisuke Oba +3 · 1 voice
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.LG #stat.ML
5. DISC: Dynamic Decomposition Improves LLM Inference Scaling
   2025/02/23 by Jonathan Light, Light, Jonathan, Wei Cheng +15 · 4 citations
   Computer Science · #68T07 #68W40 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #D.2.3 #F.2.2 #FOS: Computer and information sciences #I.2.6 #I.2.7 #I.2.8 #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling