340 research outputs found
Sertifikat PKMLN UBJ_Franciscus Dwikotjo Sri Sumantyo
No full textSertifikat PKMLN UBJ_Franciscus Dwikotjo Sri Sumantyo
Davao Philipin
SK Jabfung Franciscus Dwikotjo Sri Sumantyo, ST, MM
No full textSK dan Penetapan Angka Kredit Kemendikbudristekri tanggal 8 Juni 2021, SK No : 1250/LL3/KP/2021
Are Re-Ranking in Retrieval-Augmented Generation Methods Impactful for Small Agriculture QA Datasets? A Small Experiment
No full textAgriculture requires accurate, location-specific information that would need the power of advanced Retrieval-Augmented Generation (RAG) models. To this end, we perform an experimental analysis on how integrating re-ranking strategies and in-memory computing into RAG models might affect performance on small agriculture question-answering (QA) datasets. This method envisages to enable real-time ground-truth kind of answers for agro-informatics sake, the proposed approach is to assist enhance document relevance and lower response latency. We trained the system on a large-scale agriculture QA dataset using high-level components like the Sentence Transformer for embedding generation, FAISS for fast vector search and a pre-trained language model for response generation. This is to keep the documents returned highly relevant, and zero-shot classification was used for re-ranking techniques. The efficacy of their algorithm across a range of QDMR transformation tasks was evaluated, and the experiment evaluation showed that rereading did not significantly increase performance over baselines. But the in-memory computing with FAISS greatly reduced retrieval latency which makes it appropriate for real-time applications in agriculture QA systems
ST 072 (Surat Tugas Mengajar)
No full textST 072 (Surat Tugas Mengajar)
Franciscus Dwikotjo Sri Sumanty
Pendidikan Tinggi di Masa dan Pasca Covid-19
No full textBeginning at the end of 2019 in various countries around the world and in Indonesia during the period of February 2020 has been shocked by a spectacular outbreak of a virus called Corona or Covid-19 (Corona Virus Diseases-19). This virus originally existed and developed in Wuhan China and its transmission spreadvery quickly throughout the world. So that the World Health Organization (WHO)(Jianxi Luo, 2020a), declared a world pandemic. Many victims fell and died, including in Indonesia and disrupt human life plus the unavailability of drugs or antidotes for this virus. All sectors in the world experience tremendous impact and ultimately jointly overcome in various ways so that transmission can be minimized, including in the field of education, especially higher education in Indonesia, many efforts have been made in the conditions and situations of teaching in the period and post-pandemic Covid-19. Government efforts in mobilizing and launching an independent campus and WFH-SFH (Nadiem Anwar Makarim, 2020a) are efforts to reduce and overcome Covid-19 servicing on campus and places of education whose potential is extraordinary, if contracting and other efforts undertaken to solve and explained in this study by each - higher education is an effort to minimize and reduce the impact caused by the Covid-19 pandemi
Evaluasi Perwalian Pertemuan ke-1 ( 16 Januari 2023) Dosen Franciscus Dwikotjo
No full textEvaluasi Perwalian Pertemuan ke-1 ( 16 Januari 2023) Dosen Franciscus Dwikotj
Sertifikasi Corporate Social Responsibility
No full textSertifikasi Corporate Social Responsibility
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PT. Moteka
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