Discovering significant topics from legal decisions with selective inference

Discovering significant topics from legal decisions with selective inference

We propose and evaluate an automated pipeline for discovering significant topics from legal decision texts by passing features synthesized with topic models through penalized regressions and post-selection significance tests. The method identifies case topics significantly correlated with outcomes,...

Saved in:

書目詳細資料
主要作者:	SOH, Jerrold Tsin Howe
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2024
主題:	domain name disputes European Court of Human Rights legal language processing text-as-data topic models Courts Legal Studies Numerical Analysis and Scientific Computing
在線閱讀:	https://ink.library.smu.edu.sg/sol_research/4433 https://ink.library.smu.edu.sg/context/sol_research/article/6391/viewcontent/Discovering_significant_topics_from_legal_decisions_with_selective_inference_pvoa_cc_by.pdf
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Singapore Management University
語言:	English

相似書籍

TOWARDS A GENERAL APPROACH FOR COMPUTER-ASSISTED ANALYSIS OF LEGAL DECISIONS: IN DOMAIN NAME DISPUTES, DOES THE PANELIST MATTER?
由: JERROLD SOH TSIN HOWE
出版: (2018)

A network analysis of the Singapore court of appeal's citations to precedent
由: SOH, Jerrold Tsin Howe
出版: (2019)

Legal topic classification: A comparative study of text classifiers on Singapore Supreme Court judgments
由: SOH, Jerrold Tsin Howe, et al.
出版: (2019)

Towards a general framework for empirical legal analysis: In domain name disputes, do panelists matter?
由: SOH, Jerrold
出版: (2018)

Advanced Fundamentals of Appellate Advocacy in a Moot Court
由: CHEN, Siyuan
出版: (2012)

Operationalizing the European mandate of national courts: Insights from the Netherlands
由: Claes, Monica, et al.
出版: (2016)

Mediation on trial: Ten verdicts on court-related ADR
由: ALEXANDER, Nadja
出版: (2004)

Civil case management in Singapore: Of models, measures and justice
由: FOO, Chee Hock, et al.
出版: (2014)

Constitutional Conversations in Europe: Actors, Topics and Procedures
由: Van de Heyning, Catherine, et al.
出版: (2012)

Why an independent, holistic review of the Parti Liyani case is necessary
由: EUGENE, Tan K. B.
出版: (2020)

An empirical study on the Singapore Court of Appeal’s citation of academic works: Reflections on the relationship between Singapore’s judiciary and academia
由: CHEAH, Wui Ling, et al.
出版: (2017)

The Supreme Court and the Hamiltonian Dilemma
由: DAM, Shubhankar
出版: (2007)

The High Court as de facto Court Of Appeal: A revisitation of leave requirements in the criminal and family court jurisdictions
由: LAU, Kwan Ho
出版: (2019)

Constitutional courts and their legitimacy
由: VISSER, De Maartje
出版: (2021)

Flexibility and Differentiation: A Plea for allowing National Differentiation in the Fundamental Rights Domain
由: DE VISSER, Maartje, et al.
出版: (2017)

Natural Forum and the Elusive Significance of Jurisdiction Agreements
由: YEO, Tiong Min
出版: (2005)

Are You Networked Yet? On Dialogues within European Judicial Networks
由: CLAES, Monica, et al.
出版: (2012)

An Evaluation of The School Operational Assistance (BOS) Policy and Its Effect on Teacher Performance in Indonesia
由: Hadna, Agus Heruanto
出版: (2022)

RESTRUKTURISASI PERADILAN PIDANA SEBAGAI UPAYA MENCEGAH KELEBIHAN KAPASISTAS NARAPIDANA DI LEMBAGA PEMASYARAKATAN
由: Gunarto, Marcus Priyo
出版: (2013)

Networking and Dialogue in the European Judicial Arena
由: DE VISSER, Maartje
出版: (2017)

Courts United? On European Judicial Networks
由: DE VISSER, Maartje, et al.
出版: (2013)

Pakistani Supreme Court and Constitutional Space
由: DAM, Shubhankar
出版: (2007)

Recent developments in the offer to settle regime in Singapore: Accepting an offer to settle before damages are assessed and the Contra Proferentem Rule: Ong & Ong Pte Ltd v Fairview Developments Pte Ltd [2014] 2 SLR 1285
由: CHEN, Siyuan, et al.
出版: (2014)

The Right to Appeal Against a Decision Made on an Interlocutory Application: The Immediate Aftermath of the 2010 Amendments
由: CHUA, Eunice, et al.
出版: (2013)

Between judicial oligarchy and parliamentary supremacy: Understanding the court's dilemma in constitutional Judicial review
由: TAN, Seow Hon
出版: (2016)

Mediated postnuptial agreements and ancillary matters: Surindar Singh s/o Jaswant Singh v Sita Jaswant Kaur [2014] SGCA 37
由: CHEN, Siyuan
出版: (2014)

Giants of contract law – Some personal reflections
由: PHANG, Hon. Andrew
出版: (2022)

A novel approach to deriving sentencing frameworks – Sentencing as a science and/or art? Supreme Court Case Summary: Takaaki Masui v Public Prosecutor
由: TOH, Keith Ian Ray, et al.
出版: (2022)

What cases are to be heard by the Appellate Division and why: Noor Azlin bte Abdul Rahman and another v Changi General Hospital Pte Ltd [2021] 2 SLR 440
由: NAI, Grace Jin Yi
出版: (2023)

An Overview of Court Mediation in the State Courts of Singapore
由: LOW, Joyce, et al.
出版: (2015)

Mediation of Criminal Matters in the State Courts
由: KANG, Josephine, et al.
出版: (2015)

Commentary on order 24 (committal) of the rules of court 2021
由: Dorcas QUEK ANDERSON,
出版: (2025)

The European Court of Justice as a Federal Constitutional Court: A Comparative Perspective
由: CLAES, Monica, et al.
出版: (2012)

The state of legal innovation in Asia-Pacific 2020
由: SOH, Jerrold, et al.
出版: (2020)

Blurring the lines between international commercial courts and arbitration: How, why and the future
由: CHUA, Eunice
出版: (2020)

Studi atas putusan Pengadilan Negeri Jakarta Selatan Nomor 10/PID.PRAP/2008/PN.JKT.SEL mengenai permohonan praperadilan PT. Inti Indosawit Subur terhadap Direktorat Jenderal Pajak Departemen Keuangan Republik Indonesia
由: ABIDIN, Muhammad Kilal
出版: (2009)

Wrongful Convictions in Singapore: A General Survey of Risk Factors
由: CHEN, Siyuan, et al.
出版: (2010)

Recent Developments in the Hearsay Rule
由: CHEN, Siyuan, et al.
出版: (2010)

Religious Courts and Rights in Plural Societies: Interlegal Gaps and the Need for Complex Concurrency
由: Jaclyn Neo
出版: (2022)

Legal risks of owning cryptocurrencies
由: LOW, Kelvin F. K., et al.
出版: (2018)