Joan Santoso

16 papers Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
LLM Distillation for Efficient Few-Shot Multiple Choice Question Answering.
EMNLP (Findings)
Patrick Sutanto, Joan Santoso, Esther Irawati Setiawan, Aji Prasetya Wibawa
2025 J jnl
LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO.
CoRR
Patrick Sutanto, Jonathan Kenrick, Max Lorenz, Joan Santoso
2024 J jnl
A hybrid EMD-GRNN-PSO in intermittent time-series data for dengue fever forecasting.
Expert Syst. Appl.
Wiwik Anggraeni, Eko Mulyanto Yuniarno, Reza Fuad Rachmadi, Surya Sumpeno, Pujiadi, Sugiyanto Sugiyanto, Joan Santoso, Mauridhi Hery Purnomo
2024 J jnl
LLM Distillation for Efficient Few-Shot Multiple Choice Question Answering.
CoRR
Patrick Sutanto, Joan Santoso, Esther Irawati Setiawan, Aji Prasetya Wibawa
2024 — conf
Pushing the Limits of Low-Resource NER Using LLM Artificial Data Generation.
ACL (Findings)
Joan Santoso, Patrick Sutanto, Billy Cahyadi, Esther Irawati Setiawan
2024 J jnl
Timbre Style Transfer for Musical Instruments Acoustic Guitar and Piano using the Generator-Discriminator Model.
Knowl. Eng. Data Sci.
Widean Nagari, Joan Santoso, Esther Irawati Setiawan
2023 J jnl
3-D Visualization for Lung Covid-19 Infection Based on U-Net CNN Segmentation.
IEEE Trans. Instrum. Meas.
Fransiskus Xaverius Ferdinandus, Joan Santoso, Esther Irawati Setiawan, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama, Mauridhi Hery Purnomo
2022 J jnl
Indonesian Language Term Extraction using Multi-Task Neural Network.
Knowl. Eng. Data Sci.
Joan Santoso, Esther Irawati Setiawan, Fransiskus Xaverius Ferdinandus, Gunawan Gunawan, Leonel Hernandez
2021 — conf
FakeCLIP: Multimodal Fake Caption Detection with Mixed Languages for Explainable Visualization.
TAAI
Christian Nathaniel Purwanto, Joan Santoso, Po-Ruey Lei, Hui-Kuo Yang, Wen-Chih Peng
2021 J jnl
Indonesian Sentence Boundary Detection using Deep Learning Approaches.
Knowl. Eng. Data Sci.
Joan Santoso, Esther Irawati Setiawan, Christian Nathaniel Purwanto, Fachrul Kurniawan
2021 J jnl
Named entity recognition for extracting concept in ontology building on Indonesian language using end-to-end bidirectional long short term memory.
Expert Syst. Appl.
Joan Santoso, Esther Irawati Setiawan, Christian Nathaniel Purwanto, Eko Mulyanto Yuniarno, Mochamad Hariadi, Mauridhi Hery Purnomo
2019 J jnl
Distant Supervision for Relation Extraction via Piecewise Attention and Bag-Level Contextual Inference.
IEEE Access
Van-Thuy Phi, Joan Santoso, Van-Hien Tran, Hiroyuki Shindo, Masashi Shimbo, Yuji Matsumoto
2018 J jnl
Digit Classification of Majapahit Relic Inscription using GLCM-SVM.
Knowl. Eng. Data Sci.
Tri Septianto, Endang Setyati, Joan Santoso
2018 — conf
Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction.
ACL (2)
Van-Thuy Phi, Joan Santoso, Masashi Shimbo, Yuji Matsumoto
2015 — conf
Noun phrases extraction using shallow parsing with C4.5 decision tree algorithm for Indonesian Language ontology building.
ISCIT
Joan Santoso, Gunawan, Hermes Vincentius Gani, Eko Mulyanto Yuniarno, Mochamad Hariadi, Mauridhi Hery Purnomo
2011 — conf
Natural Language Grammar Induction of Indonesian Language Corpora Using Genetic Algorithm.
IALP
Arya Tandy Hermawan, Gunawan, Joan Santoso