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[2022-09-04] 오늘의 자연어처리 Unsupervised Simplification of Legal Texts The processing of legal texts has been developing as an emerging field in natural language processing (NLP). Legal texts contain unique jargon and complex linguistic attributes in vocabulary, semantics, syntax, and morphology. Therefore, the development of text simplification (TS) methods specific to the legal domain is of paramount importance for facil.. 2022. 9. 4.
[2022-09-03] 오늘의 자연어처리 Efficient Methods for Natural Language Processing: A Survey Getting the most out of limited resources allows advances in natural language processing (NLP) research and practice while being conservative with resources. Those resources may be data, time, storage, or energy. Recent work in NLP has yielded interesting results from scaling; however, using only scale to improve results means that reso.. 2022. 9. 3.
[2022-09-03] 오늘의 자연어처리 Searching for Structure in Unfalsifiable Claims Social media platforms give rise to an abundance of posts and comments on every topic imaginable. Many of these posts express opinions on various aspects of society, but their unfalsifiable nature makes them ill-suited to fact-checking pipelines. In this work, we aim to distill such posts into a small set of narratives that capture the essential cl.. 2022. 9. 3.
[2022-09-02] 오늘의 자연어처리 Efficient and Interpretable Neural Models for Entity Tracking What would it take for a natural language model to understand a novel, such as The Lord of the Rings? Among other things, such a model must be able to: (a) identify and record new characters (entities) and their attributes as they are introduced in the text, and (b) identify subsequent references to the characters previously introduce.. 2022. 9. 2.
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