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Annotation, a primary task in legal domain, which was initially as vague as just identifying and labeling entities such as name, place, date of proceeding and few other basic labels has gradually leveled up to rhetorical labels with explosive growth in Natural Language Processing(NLP). These labels intend to understand the context of sentences. As an interwoven part of semantic theory, the rhetoric in Law delve into the words used in legal proceedings to persuade or impress particular audiences. Identifying rhetorical roles of sentences in legal case documents can help legal practitioners in many ways. They can serve as better annotation strategies to various downstream tasks like case similarity checks, summarization, providing recommendations on specific precedents and language that may appeal to a given judge, etc. This paper aims to provide a chronological survey of the research works done on rhetorical role labeling on texts in legal case documents. The sum and substance of this paper are : How did the concept of rhetoric labels ingress into legal field, How did it evolve with the invent of natural language processing and How it is being worked upon currently with advanced models like deep neural networks.
Keywords:
Legal text analytics, Rhetorical role, Semantic analysis, Sentence labeling models.
Cite Article:
"Role of Rhetorical Labels in Legal Domain : A Chronological Survey", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.7, Issue 8, page no.681 - 688, August-2022, Available :http://www.ijrti.org/papers/IJRTI2208119.pdf
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ISSN:
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator