Publications

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A selection of my publications is listed below. For the complete list of my research works and citations, you can visit my Scopus and Google Scholar profiles.

👨‍🎓 Scopus profile | 🔍 Google Scholar

1) Generating Search Explanations using Large Language Models
Arif Laksito and Mark Stevenson. Extended Abstract - Presented at the Workshop on Explainability in Information Retrieval (WExIR25), SIGIR 2025. [pre-print] [poster] [dataset]

Aspect-oriented explanations in search results are typically concise text snippets placed alongside retrieved documents to serve as explanations that assist users in efficiently locating relevant information. While Large Language Models (LLMs) have demonstrated exceptional performance for a range of problems, their potential to generate explanations for search results has not been explored. This study addresses that gap by leveraging both encoder-decoder and decoder-only LLMs to generate explanations for search results. The explanations generated are consistently more accurate and plausible explanations than those produced by a range of baseline models.

2) The Covid-19 Tweets Classification Based on Recurrent Neural Network
Arif Laksito, Nuruddin Wiranda, Shofiyati Nur Karimah, Mardhiya Hayaty. Published in International Journal on Advanced Science, Engineering & Information Technology (IJASEIT). [pdf]

3) Machine Learning and Social Media Harvesting for Wildfire Prevention
Arif Laksito, K Kusrini, A Setyanto, MZF Johari, ZR Maruf, KA Yuana, et al. Published in 2023 IEEE 13th International Conference on Pattern Recognition Systems (ICPRS). [pdf]

4) Hate speech detection on Indonesian text using word embedding method-global vector
Mardhiya Hayaty, Arif Laksito, Sumarni Adi. Published in IAES International Journal of Artificial Intelligence (IJ-AI). [pdf]

5) Arabic language opinion mining based on long short-term memory (LSTM)
Arief Setyanto, Arif Laksito, Fawaz Alarfaj, Mohammed Alreshoodi, Irwan Oyong, Mardhiya Hayaty, Abdullah Alomair, Naif Almusallam, Lilis Kurniasari. Published in Applied Science, Vol 12 No 9. [pdf]. [code]