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Automatic Catchphrase Extraction from Legal Case Documents via Scoring using Deep Neural Networks
[article]
2018
arXiv
pre-print
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In this paper, we present a method of automatic catchphrase extracting from legal case documents. We utilize deep neural networks for constructing scoring model of our extraction system. ...
Conclusion We have present our approach for generating catchphrases from legal case documents. ...
The data contains ≈ 4000 Australian legal case from 2006 to 2009 with annotations for automatic summarization and citation analysis. ...
arXiv:1809.05219v1
fatcat:qdmiyv2zh5bvpnga7ggpvdldmi
An overview of information extraction techniques for legal document analysis and processing
2021
International Journal of Power Electronics and Drive Systems (IJPEDS)
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Automatic legal document processing is the solution to overcome drawbacks of manual processing and will be very helpful to the common man for a better understanding of a legal domain. ...
<span>In an Indian law system, different courts publish their legal proceedings every month for future reference of legal experts and common people. ...
Bhattacharya [43] proposed an approach for automatic c identification of the rhetorical roles of sentences from Supreme Court of India judgments using deep neural networks. ...
doi:10.11591/ijece.v11i6.pp5450-5457
fatcat:cigtd4kh4vc4hhfnl32sss25ye
Identification, Tracking and Impact: Understanding the trade secret of catchphrases
[article]
2020
arXiv
pre-print
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In this paper, we propose an unsupervised method for the extraction of catchphrases from the abstracts of patents granted by the U.S. Patent and Trademark Office over the years. ...
With the advancement in the digital repositories in the form of patent documents, it is becoming increasingly more feasible to understand the innovation secrets -- "catchphrases" of organizations. ...
(2) Legal: Mandal et al. [21] also follow an unsupervised approach for identification of catchphrases from legal court cases. ...
arXiv:2007.13520v1
fatcat:yjpljxoz7nforoa43k23c6rlu4
Knowledge Extraction from Text Document Using Open Information Extraction Technique
2020
International Journal of Advanced Trends in Computer Science and Engineering
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Thus in this paper we extract information from legal documents with open information extraction as legal document can be associated with any domain. ...
This paper proposes an approach in which we suggest extraction of knowledge from legal documents with open information extraction technique. ...
the text document from indiankanoon.com which is a website that holds the record of court cases in India. ...
doi:10.30534/ijatcse/2020/208922020
fatcat:j4czwtsx7fhddnmlxzufjxzkiu
LawSum: A weakly supervised approach for Indian Legal Document Summarization
[article]
2021
arXiv
pre-print
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2021 pre-print arXiv:2110.01188v2 fatcat:6b6ooqwkq5dspammxseet5mrmmOther Versions
No large scale publicly available annotated datasets of Indian legal documents exist till date. This limits the scope for legal analytics research. ...
Some possible applications of this dataset besides legal document summarization can be in retrieval, citation analysis and prediction of decisions by a particular judge. ...
Therefore, Automatic summarization of legal documents can significantly help legal practitioners. ...
arXiv:2110.01188v3
fatcat:tuimokv2vbhdfdyzfi7baygxai
Exploration of Cross-Modal Text Generation Methods in Smart Justice
2021
Scientific Programming
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The text generation technology can automatically present the results extracted from these redundant legal data and express the results of the analysis in natural language. ...
For example, large and small cases occur every day, and the legal library is continuously updated. ...
(https://archive.ics.uci.edu/ml/ datasets/Legal+Case+Reports) e dataset was provided by the Federal Court of Australia (FCA). It includes all the legal cases of the Federal Court from 2006 to 2009. ...
doi:10.1155/2021/3225933
fatcat:b6bfqwfwmncv5hy7s6tivtocba
Using Argument Mining for Legal Text Summarization
[chapter]
2020
Frontiers in Artificial Intelligence and Applications
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terms of legal argument triples that capture the most important skeletal argument structures in a case. ...
In order to better understand how to apply legal argument mining as a step toward improving case summarization, we have assembled a sizeable set of cases and human-expert-prepared summaries annotated in ...
The Canadian Legal Information Institute provided the corpus of paired legal cases and summaries. ...
doi:10.3233/faia200862
fatcat:w2e2bd6g65c4zexdpjmpu3cwvu
The Invisible Women: Migrant and Immigrant Sex Workers and Law Reform in Canada
2020
Studies in Social Justice
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A discourse analysis of the expansive legal record in the Bedford case and the transcripts of Parliamentary debates and testimony before Standing Committees confirm the lack of nuanced discussion on how ...
This article examines how migrant and immigrant sex workers have been rendered invisible before the courts and parliament in the reform of laws regarding sex work in Canada. ...
The author is grateful for all of the research assistance she received from Angela He, Tae-Min (Peter) Choi, Aditya Rao, Seema Shafei as well as support from the Law Foundation of Ontario. ...
doi:10.26522/ssj.v2020i14.2144
fatcat:3xtu3bizmverrnan2me6j6aqpe
Violent adolescents: psychiatry, philosophy, and politics
2004
The journal of the American Academy of Psychiatry and the Law
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This compares with an estimated 8,100 cases annually nationwide that were transferred by juvenile court judges after waiver hearings. ...
By 1999, 29 states had enacted statutory transfer provisions in which commission of certain offenses, usually violent, resulted in automatic transfer to adult court. ...
pmid:15497623
fatcat:bt2pnc7qfna4fjfqfvygtmsv2a
Lessons Learned Too Well
2011
Social Science Research Network
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It is no longer reasonable to assume that electronic communications can be kept private from governments or private-sector actors. ...
But online anonymity-one of the two most important tools that protect online communicative freedom-is under practical and legal attack all over the world. ...
downloads daily. 106 Snowden-provided documents also revealed that the NSA shared and received data from government agencies in many countries, * A Foreign Intelligence Surveillance Act ("FISA") court ...
doi:10.2139/ssrn.1930017
fatcat:jtlf7mbinfe55pvdwlig7b2k7a
Federal Rule of Civil Procedure 52(A) as an Ideological Weapon?
2008
Social Science Research Network
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The author argues that appellate courts' treatment of Rule 52(a) and fact typology can impair decisional legitimacy, administrative efficiency, and comity between the trial and appellate courts. ...
The Article then goes on to identify a fact typology appellate courts invoke which also enables them to circumvent Rule 52(a) and engage in de novo review of a trial court's factual findings. ...
"Legislating from the bench" is another pejorative catchphrase used to denounce judicial opinions. ...
doi:10.2139/ssrn.1128324
fatcat:7tnugqkiabcphattdsrfligfsu
Cyber vigilantism, transmedia collective intelligence, and civic participation
2010
Chinese Journal of Communication
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Our findings suggest that the identification of corrupt officials and circulation of their private data online amplified attention on their abuse of power and pressured the authorities toward greater accountability ...
For example, Cheung (2009a) documented the first human flesh search case in a Chinese court associated with liability in December 2008, when the court passed a disciplinary verdict upon two websites ...
Another netizen from Zhejiang province criticized the corruption misconduct: "Lin's act is a crime! How can he be shielded from legal punishment by merely forfeiting his administrative ranks? ...
doi:10.1080/17544750.2010.516580
fatcat:np3w7ae5fnaetikfboj4qy6t4u
Introduction
2021
German Politics and Society
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After World War II, denazification and courts established administrative and legal boundaries within which claims of innocence could be formulated and adjudicated, while the "zero hour" and "economic miracle ...
Third, the legal meaning of innocence is neither wholly separate from nor identical with its moral sense. ...
Baackmann shows how this innocence is inextricably tied with Kohl's catchphrase of the "grace of a late birth," which captures precisely the ambiguous intersection of innocence's legal and moral imaginaries ...
doi:10.3167/gps.2021.390101
fatcat:7tpv4ue2nbehtlkwtcnv35b54a
Guest editorial eucrim 4/2020
2021
eucrim – The European Criminal Law Associations Forum
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rights protection that emerge from supranational norms as interpreted in the case law of the two European courts. ...
or generalised deficiencies in the independence of the Polish courts would (more or less automatically) amount to a flagrant denial of justice and whether this is sufficient to refuse an EAW from Poland ...
doi:10.30709/eucrim-2020-023
fatcat:zbumkwqypncwjk2p76mykj2gqi
From Mastermind to Body Artist: Political Performances of Slobodan Milošević
2008
TDR: The Drama Review
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The leader of the Serbian populist movement from the late 1980s, the man widely considered responsible for the series of wars that raged in the former Yugoslavia throughout the '90s and the first head ...
Miloševic´'s letter is a political and legal document. ...
Milošević Case court transcripts available on ICTY website: http://www.un.org/icty. ...
doi:10.1162/dram.2008.52.1.51
fatcat:qn3bnuls5zdnthkb6qlgfezfaa
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