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cs.CL2024
Embedded Topic Models Enhanced by Wikification
Takashi Shibuya, Takehito Utsuro
Topic modeling analyzes a collection of documents to learn meaningful patterns of words. However, previous topic models consider only the spelling of words and do not take into con…
cs.CL2024
Enhancing Translation Accuracy of Large Language Models through Continual Pre-Training on Parallel Data
Minato Kondo, Takehito Utsuro, Masaaki Nagata
In this paper, we propose a two-phase training approach where pre-trained large language models are continually pre-trained on parallel data and then supervised fine-tuned with a s…