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The use of force in international law : a case-based approach
Since the adoption of the UN Charter in 1945, the use of cross-border force has been frequent. This volume invites a range of experts to examine over sixty conflicts, from military interventions to targeted killings and hostage rescue operations, and to ask how powerful precedent can be in determining hostile encounters in international law.-- Source other than Library of Congress.
Book
SM-BERT-CR: a deep learning approach for case law retrieval with supporting model
Case law retrieval is the task of locating truly relevant legal cases given an input query case. Unlike information retrieval for general texts, this task is more complex with two phases (legal case retrieval and legal case entailment) and much harder due to a number of reasons. First, both the query and candidate cases are long documents consisting of several paragraphs. This makes it difficult to model with representation learning that usually has restriction on input length. Second, the concept of relevancy in this domain is defined based on the legal relation that goes beyond the lexical or topical relevance. This is a real challenge because normal text matching will not work. Third, building a large and accurate legal case dataset requires a lot of effort and expertise. This is obviously an obstacle to creating enough data for training deep retrieval models. In this paper, we propose a novel approach called supporting model that can deal with both phases. The underlying idea is the case–case supporting relation and the paragraph–paragraph as well as the decision-paragraph matching strategy. In addition, we propose a method to automatically create a large weak-labeling dataset to overcome the lack of data. The experiments showed that our solution has achieved the state-of-the-art results for both case retrieval and case entailment phases.
Journal Article
Abortion Law in Transnational Perspective
It is increasingly implausible to speak of a purely domestic abortion law, as the legal debates around the world draw on precedents and influences of different national and regional contexts. While the United States and Western Europe may have been the vanguard of abortion law reform in the latter half of the twentieth century, Central and South America are proving to be laboratories of thought and innovation in the twenty-first century, as are particular countries in Africa and Asia.Abortion Law in Transnational Perspectiveoffers a fresh look at significant transnational legal developments in recent years, examining key judicial decisions, constitutional texts, and regulatory reforms of abortion law in order to envision ways ahead.
The chapters investigate issues of access, rights, and justice, as well as social constructions of women, sexuality, and pregnancy, through different legal procedures and regimes. They address the promises and risks of using legal procedure to achieve reproductive justice from different national, regional, and international vantage points; how public and courtroom debates are framed within medical, religious, and human rights arguments; the meaning of different narratives that recur in abortion litigation and language; and how respect for women and prenatal life is expressed in various legal regimes. By exploring how legal actors advocate, regulate, and adjudicate the issue of abortion, this timely volume seeks to build on existing developments to bring about change of a larger order.
Contributors:Luis Roberto Barroso, Paola Bergallo, Rebecca J. Cook, Bernard M. Dickens, Joanna N. Erdman, Lisa M. Kelly, Adriana Lamačková, Julieta Lemaitre, Alejandro Madrazo, Charles G. Ngwena, Rachel Rebouché, Ruth Rubio-Marín, Sally Sheldon, Reva B. Siegel, Verónica Undurraga, Melissa Upreti.
eBook
Legal information retrieval for understanding statutory terms
In this work we study, design, and evaluate computational methods to support interpretation of statutory terms. We propose a novel task of discovering sentences for argumentation about the meaning of statutory terms. The task models the analysis of past treatment of statutory terms, an exercise lawyers routinely perform using a combination of manual and computational approaches. We treat the discovery of sentences as a special case of ad hoc document retrieval. The specifics include retrieval of short texts (sentences), specialized document types (legal case texts), and, above all, the unique definition of document relevance provided in detailed annotation guidelines. To support our experiments we assembled a data set comprising 42 queries (26,959 sentences) which we plan to release to the public in the near future in order to support further research. Most importantly, we investigate the feasibility of developing a system that responds to a query with a list of sentences that mention the term in a way that is useful for understanding and elaborating its meaning. This is accomplished by a systematic assessment of different features that model the sentences’ usefulness for interpretation. We combine features into a compound measure that accounts for multiple aspects. The definition of the task, the assembly of the data set, and the detailed task analysis provide a solid foundation for employing a learning-to-rank approach.
Journal Article
Why rivals intervene : international security and civil conflict
Rivals – states with acrimonious, militarized histories – often intervene on opposing sides of civil conflicts. These interventions are known to exacerbate and prolong civil wars, but scholars have yet to fully understand why states engage in them, given the significant costs and countervailing strategic interests.
Why Rivals Intervene argues that rivals are driven by security considerations at the international level – specifically, the prospect of future confrontations with their rival – to intervene in civil conflicts. Drawing on a theory of rivalry which accounts for this strategic rationale, John Mitton explores three case studies: Indian and Pakistani intervention in Afghanistan, Israeli and Syrian intervention in Lebanon, and US and Soviet intervention in Angola. The book examines a range of evidence, including declassified memoranda, meeting transcripts, government reports, published interviews, memoirs of political leaders, and other evidence of the thought process, rationale, and justifications of relevant decision-makers.
The book claims that the imperatives for intervention are consistent across time and space, as rivals are conditioned by a history of conflict to worry about future confrontations. As a result, Why Rivals Intervene illuminates an important driver of civil conflict, with implications for how such conflicts might be solved or mitigated in the future. At the same time, it offers new insight into the nature of long-standing, acrimonious international relationships.
eBook