Many questions facing legal scholars and practitioners can be answered only by analysing and interrogating large collections of legal documents: statutes, treaties, judicial decisions and law review articles. I survey a range of novel techniques in machine learning and natural language processing – including topic modelling, word embeddings and transfer learning – that can be applied to the large-scale investigation of legal texts

This article presents an interdisciplinary comparison of British and German legal arguments concerning the justification of the use of force against the Islamic State in Iraq and Syria (ISIS). It is situated in the broader framework of research on strategic culture and the use of international law as a tool for justifying state behaviour. Thus, a gap in political science research is analysed: addressing legal arguments as essentially political in their usage. The present work questions whether differing strategic cultures will lead to a different use of legal arguments. International legal theory and content analysis are combined to sort arguments into the categories of instrumentalism, formalism and natural law. To do so, a data set consisting of all speeches with regard to the fight against ISIS made in both parliaments until the end of 2018 is analysed. It is shown that Germany and the UK, despite their varying strategic cultures, rely on similar legal justifications to a surprisingly large extent.

The French ‘Code de procédure pénale’ provides the possibility to revise final criminal convictions. The Act of 2014 reformed the procedure for revision and introduced some important novelties. The first is that it reduced the different possible grounds for revision to one ground, which it intended to broaden. The remaining ground for revision is the existence of a new fact or an element unknown to the court at the time of the initial proceedings, of such a nature as to establish the convicted person’s innocence or to give rise to doubt about his guilt. The legislature intended judges to no longer require ‘serious doubt’. However, experts question whether judges will comply with this intention of the legislature. The second is the introduction of the possibility for the applicant to ask the public prosecutor to carry out the investigative measures that seem necessary to bring to light a new fact or an unknown element before filing a request for revision. The third is that the Act of 2014 created the ‘Cour de révision et de réexamen’, which is composed of eighteen judges of the different chambers of the ‘Cour de cassation’. This ‘Cour de révision et de réexamen’ is divided into a ‘commission d’instruction’, which acts as a filter and examines the admissibility of the requests for revision, and a ‘formation de jugement’, which decides on the substance of the requests. Practice will have to show whether these novelties indeed improved the accessibility of the revision procedure.

According to the traditional view, the ultimate aim of the extraordinary review (recurso de revisión) provided in the Spanish justice system was to deal with wrongful criminal convictions and correct those serious miscarriages of justice which became apparent only after the judgment had become final. However, the 2015 reform called this traditional view into question by formally including two additional grounds for review that are not necessarily related to the correcting miscarriages or blatant mistakes in the assessment of the facts made by the sentencing court. This paper aims to give an overview of the extraordinary review in Spain. To that end it will first address the legal framework and its practical implementation, as well as present pitfalls and best practices. Finally, future trends and challenges will be identified in order to improve the protection of defendants who have suffered a wrongful conviction.

States apply different material conditions to attract or restrict residence of certain types of migrants. But states can also make use of time as an instrument to design more welcoming or more restrictive policies. States can apply faster application procedures for desired migrants. Furthermore, time can be used in a more favourable way to attract desired migrants in regard to duration of residence, access to a form of permanent residence and protection against loss of residence. This contribution makes an analysis of how time is used as an instrument in shaping migration policy by the European Union (EU) legislator in the context of making migration more or less attractive. This analysis shows that two groups are treated more favourably in regard to the use of time in several aspects: EU citizens and economic- and knowledge-related third-country nationals. However, when it comes to the acquisition of permanent residence after a certain period of time, the welcoming policy towards economic- and knowledge-related migrants is no longer obvious.

A question that has preoccupied sociolegal scholars for ages is whether law can change ‘hearts and minds’. This article explores whether non-discrimination law can create social change, and, more particularly, whether it can change attitudes and beliefs as well as external behaviour. The first part examines how sociolegal scholars have theorised about the possibility and desirability of using law as an instrument of social change. The second part discusses the findings of empirical research on the social working of various types of non-discrimination law. What conclusions can be drawn about the ability of non-discrimination law to create social change? What factors influence this ability? And can non-discrimination law change people’s hearts and minds as well as their behaviour? The research literature does not provide an unequivocal answer to the latter question. However, the overall picture emerging from the sociolegal literature is that law is generally more likely to bring about changes in external behaviour and that it can influence attitudes and beliefs only indirectly, by altering the situations in which attitudes and opinions are formed.

This article seeks to examine the development of positive obligations under European law in the specific context of the rights of sexual minorities. It is clear that the law should respect and protect all sexualities and diverse intimate relationships without discrimination, and for this purpose it needs to ensure that sexual minorities can not only be free from state interference when expressing their sexuality in private, but that they should be given the right to express their sexuality in public and to have their intimate relationships legally recognised. In addition, sexual minorities should be protected from the actions of other individuals, when these violate their legal and fundamental human rights. Accordingly, in addition to negative obligations, European law must impose positive obligations towards sexual minorities in order to achieve substantive equality for them. The article explains that, to date, European law has imposed a number of such positive obligations; nonetheless, there is definitely scope for more. It is suggested that European law should not wait for hearts and minds to change before imposing additional positive obligations, especially since this gives the impression that the EU and the European Court of Human Rights (ECtHR) are condoning or disregarding persistent discrimination against sexual minorities.

The article analyses the jurisprudence of international tribunals on the education and housing of Roma and Travellers to understand whether positive obligations can change the hearts and minds of the majority and promote minority identities. Case law on education deals with integration rather than cultural specificities, while in the context of housing it accommodates minority needs. Positive obligations have achieved a higher level of compliance in the latter context by requiring majorities to tolerate the minority way of life in overwhelmingly segregated settings. Conversely, little seems to have changed in education, where legal and institutional reform, as well as a shift in both majority and minority attitudes, would be necessary to dismantle social distance and generate mutual trust. The interlocking factors of accessibility, judicial activism, European politics, expectations of political allegiance and community resources explain jurisprudential developments. The weak justiciability of minority rights, the lack of resources internal to the community and dual identities among the Eastern Roma impede legal claims for culture-specific accommodation in education. Conversely, the protection of minority identity and community ties is of paramount importance in the housing context, subsumed under the right to private and family life.

Islamophobia, like xenophobia, points to deep-seated, ingrained discrimination against a particular group, whose effective enjoyment of fundamental rights is impaired. This in turn triggers the human rights obligations of liberal democratic states, more particularly states’ positive obligations (informed by reasonability considerations) to ensure that fundamental rights are effectively enjoyed, and thus also respected in interpersonal relationships. This article identifies and compares the fault lines in the practice of three international human rights supervisory mechanisms in relation to Islamophobia, namely the Human Rights Committee (International Covenant on Civil and Political Rights), the European Court of Human Rights (European Convention on Human Rights) and the Advisory Committee of the Framework Convention for the Protection of National Minorities. The supervisory practice is analysed in two steps: The analysis of each international supervisory mechanism’s jurisprudence, in itself, is followed by the comparison of the fault lines. The latter comparison is structured around the two main strands of strategies that states could adopt in order to counter intolerance: On the one hand, the active promotion of tolerance, inter alia through education, awareness-raising campaigns and the stimulation of intercultural dialogue; on the other, countering acts informed by intolerance, in terms of the prohibition of discrimination (and/or the effective enjoyment of substantive fundamental rights). Having regard to the respective strengths and weaknesses of the supervisory practice of these three international supervisory mechanisms, the article concludes with some overarching recommendations.

In this article, we focus on how the education system can be used to promote equality in the context of changing people’s hearts and minds – values, morals and mindsets. The duties contained in the Promotion of Equality and Prevention of Unfair Discrimination Act 4 of 2000 (‘Equality Act’) bind private and public schools, educators, learners, governing bodies and the state. The Equality Act calls on the state and all persons to promote substantive equality, but the relevant sections in the Equality Act have not been given effect yet, and are therefore currently not enforceable. We set out how the duty to promote equality should be concretised in the Equality Act to inter alia use the education system to promote equality in schools; in other words, how should an enforceable duty to promote equality in schools be fashioned in terms of the Equality Act. Should the relevant sections relating to the promotion of equality come into effect in their current form, enforcement of the promotion of equality will take the form of obliging schools to draft action plans and submit these to the South African Human Rights Commission. We deem this approach inadequate and therefore propose certain amendments to the Equality Act to allow for a more sensible monitoring of schools’ duty to promote equality. We explain how the duty to promote equality should then play out practically in the classroom to facilitate a change in learners’ hearts and minds.

A firm intention announcement must be made when the offeror is able and willing to acquire securities, and when a mandatory offer must be made. When the firm intention announcement is implemented, some sort of a contract is created. This rule has helped to determine the particular time the offeror should be liable to minorities. The question of when the offeror should bear the obligation to implement mandatory offers in aborted takeovers is thus no more problematic. Previously, the courts wrestled with this issue, but delivered what appears to be unsatisfactory decisions. This article will discuss the effect of a firm intention announcement and the responsibility that attends the making of that announcement. It intends to illustrate the extent of liability the offeror must bear in the event of a lapsed takeover, before and after the making of the firm intention announcement. The article examines the manner in which takeover rules can be enforced, and whether the current measures afford minorities proper protection. This brings to light the issue of equal treatment in takeovers and the fallacy thereof. A minor appraisal of the takeover rules in two jurisdictions in Europe (the United Kingdom and the Netherlands) is conducted to assess how equal treatment for minorities is promoted. Due to the difficulty minorities may experience in enforcing equal treatment in company takeovers, the article advocates for the alteration of the current South African takeover procedure for the promotion of minorities’ interests and for establishing rules that provide the offeror adequate information.

In the aftermath of the 2007 global financial crisis, regulators have agreed a substantial tightening of prudential regulation for banks operating in the traditional banking sector (TBS). The TBS is stringently regulated under the Basel Accords to moderate financial stability and to minimise risk to government and taxpayers. While prudential regulation is important from a financial stability perspective, the flipside is that the Basel Accords only apply to the TBS, they do not regulate the shadow banking sector (SBS). While it is not disputed that the SBS provides numerous benefits given the net credit growth of the economy since the global financial crisis has come from the SBS rather than traditional banking channels, the SBS also poses many risks. Therefore, the fact that the SBS is not subject to prudential regulation is a cause of serious systemic concern. The introduction of Basel IV, which compliments Basel III, seeks to complete the Basel framework on prudential banking regulation. On the example of this set of standards and its potential negative consequences for the TBS, this paper aims to visualise the incentives for TBS institutions to move some of their activities into the SBS, and thus stress the need for more comprehensive regulation of the SBS. Current coronavirus crisis forced Basel Committee to postpone implementation of the Basel IV rules – this could be perceived as a chance to complete the financial regulatory framework and address the SBS as well.

How can you determine if financial legislation is effective? This article seeks to identify three characteristics that make up the basis for an effectiveness review, being the determination what the legislative objective is, who is it aimed at and what approach is taken to achieve this objective. Determining the legislative objective may prove to be a challenging undertaking, and the uncertainties that come with that affect the other two characteristics as well. And even if a clear legislative objective can be established, how can you be sure that its achievement was in fact attributable to the legislation under review? What do you compare your results to absent a baseline measurement and how can the vast number of variables that affect the effectiveness of the legislation under review be accounted for, if at all? Is effectiveness in financial legislation at all measurable and, when measured, what is its value in practice?

Age limits, minimum and maximum, and both explicit and ‘covert’, are still used in the National Health Service to determine access to a range of health interventions, including infertility services and cancer screening and treatment. Evidence suggests that chronological age is used as a proxy for a host of characteristics in determining access to healthcare: as a proxy for the capacity of an individual to benefit from an intervention; for the type of harm that may result from an intervention; for the likelihood of such benefit or harm occurring; and, in some cases, for other indicators used to determine what may be in the patient’s interest. Age is used as a proxy in this way in making decisions about both individual patients and wider populations; it may be used where no better ‘marker’ for the relevant characteristic exists or – for reasons including cost, practicality or fairness – in preference to other available markers. This article reviews the justifications for using age in this way in the context of the existing legal framework on age discrimination in the provision of public services.

In the last decade neuropsychological insights have gained influence with regard to age boundaries in legal procedures, however, in Dutch civil law no such influence can be distinguished. Recently, voices have been raised to improve children’s legal position in civil law: to reflect upon the minimum age limit of twelve years for children to be invited to be heard in court and the need for children to have a stronger procedural position.
In this article, first the current legal position of children in Dutch law and practice will be analysed. Second, development of psychological constructs relevant for family law will be discussed in relation to underlying brain developmental processes and contextual effects. These constructs encompass cognitive capacity, autonomy, stress responsiveness and (peer) pressure.
From the first part it becomes clear that in Dutch family law, there is a tortuous jungle of age limits, exceptions and limitations regarding children’s procedural rights. Until recently, the Dutch government has been reluctant to improve the child’s procedural position in family law. Over the last two years, however, there has been an inclination towards further reflecting on improvements to the child’s procedural rights, which, from a children’s rights perspective, is an important step forward. Relevant neuropsychological insights support improvements for a better realisation of the child’s right to be heard, such as hearing children younger than twelve years of age in civil court proceedings.

In this article a critical reflection upon age limits applied in the law is provided, in light of the tension that exists in international children’s rights law between the protection of children and the recognition of their evolving autonomy. The main research question that will be addressed is to what extent the use of (certain) age limits is justified under international children’s rights law. The complexity of applying open norms and theoretically underdeveloped concepts as laid down in the UN Convention on the Rights of the Child, related to the development and evolving capacities of children as rights holders, will be demonstrated. The UN Committee on the Rights of the Child struggles to provide comprehensive guidance to states regarding the manner in which the dynamic legal position of children should be applied in practice. The inconsistent application of age limits that govern the involvement of children in judicial procedures provides states leeway in granting children autonomy, potentially leading to the establishment of age limits based on inappropriate – practically, politically or ideologically motivated – grounds.

Claims have been made that the Court of Justice of the European Union (CJEU) is more lenient in accepting age discriminating measures affecting older people than in those affecting younger people. This claim is scrutinised in this article, first, by making a quantitative analysis of the outcomes of the CJEU’s case law on age discrimination cases, followed by a qualitative analysis of the line of reasoning of the CJEU in these cases and concluding with an evaluation of the Court’s reasoning against three theoretical approaches that set the context for the assessment of the justifications of age discrimination: complete life view, fair innings argument and typical anti-discrimination approach. The analysis shows that the CJEU relies more on the complete life view approach to assess measures discriminating old people and the fair innings argument approach to assess measures discriminating young people. This results in old people often having to accept disadvantageous measures and young workers often being treated more favourably.

This conference paper submitted on the occasion of the 8th International Conference on Information Law and Ethics (University of Antwerp, December 13-14, 2018) that focused on modern intellectual property governance and openness in Europe elaborates upon the Text and Data Mining (TDM) issue in the field of scientific research, which is still-by the time of composition of this paper-in the process of discussion and forthcoming voting before the European Parliament in the form of provision(s) included in a new Directive on Copyright in the Digital Single Market. TDM is included in the proposal for a Directive of the European parliament and of the Council on copyright in the Digital Single Market-Proposal COM(2016)593 final 2016/0280(COD) that was submitted to the European Parliament.