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[2023-11-14] 오늘의 자연어처리 CFBenchmark: Chinese Financial Assistant Benchmark for Large Language Model Abstract:Large language models (LLMs) have demonstrated great potential in the financial domain. Thus, it becomes important to assess the performance of LLMs in the financial tasks. In this work, we introduce CFBenchmark, to evaluate the performance of LLMs for Chinese financial assistant. The basic version of CFBenchmar.. 2023. 11. 14.
[2023-11-13] 오늘의 자연어처리 Memorisation Cartography: Mapping out the Memorisation-Generalisation Continuum in Neural Machine Translation Abstract:When training a neural network, it will quickly memorise some source-target mappings from your dataset but never learn some others. Yet, memorisation is not easily expressed as a binary feature that is good or bad: individual datapoints lie on a memorisation-generalisation conti.. 2023. 11. 13.
[2023-11-12] 오늘의 자연어처리 A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Abstract:The emergence of large language models (LLMs) has marked a significant breakthrough in natural language processing (NLP), leading to remarkable advancements in text understanding and generation. Nevertheless, alongside these strides, LLMs exhibit a critical tendency to produce halluc.. 2023. 11. 12.
[2023-11-11] 오늘의 자연어처리 Quranic Conversations: Developing a Semantic Search tool for the Quran using Arabic NLP Techniques Abstract:The Holy Book of Quran is believed to be the literal word of God (Allah) as revealed to the Prophet Muhammad (PBUH) over a period of approximately 23 years. It is the book where God provides guidance on how to live a righteous and just life, emphasizing principles like honesty, compassion,.. 2023. 11. 11.
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