Model: IoannisKat1/legal-bert-base-uncased-ft-new
Author: IoannisKat1
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:1627, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:nlpaueb/legal-bert-base-uncased, base_model:finetune:nlpaueb/legal-bert-base-uncased, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: nlpaueb/legal-bert-base-uncased
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:1627, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: nlpaueb/legal-bert-base-uncased
widget: source_sentence: What type of format should the personal data be in?
sentences: 1.The competent supervisory authority shall approve binding corporate rules in accordance with the consistency mechanism set out in Article 63, provided that they: (a)  are legally binding and apply to and are enforced by every member concerned of the group of undertakings, or group of enterprises engaged in a joint economic activity, including their employees; 4.5.2016 L 119/62   (b)  expressly confer enforceable rights on data subjects with regard to the processing of their personal data; and (c)  fulfil the requirements laid down in paragraph 2
2.The binding corporate rules referred to in paragraph 1 shall specify at least: (a)  the structure and contact details of the group of undertakings, or group of enterprises engaged in a joint economic activity and of each of its members; (b)  the data transfers or set of transfers, including the categories of personal data, the type of processing and its purposes, the type of data subjects affected and the identification of the third country or countries in question; (c)  their legally binding nature, both internally and externally; (d)  the application of the general data protection principles, in particular purpose limitation, data minimisation, limited storage periods, data quality, data protection by design and by default, legal basis for processing, processing of special categories of personal data, measures to ensure data security, and the requirements in respect of onward transfers to bodies not bound by the binding corporate rules; (e)  the rights of data subjects in regard to processing and the means to exercise those rights, including the right not to be subject to decisions based solely on automated processing, including profiling in accordance with Article 22, the right to lodge a complaint with the competent supervisory authority and before the competent courts of the Member States in accordance with Article 79, and to obtain redress and, where appropriate, compensation for a breach of the binding corporate rules; (f)  the acceptance by the controller or processor established on the territory of a Member State of liability for any breaches of the binding corporate rules by any member concerned not established in the Union; the controller or the processor shall be exempt from that liability, in whole or in part, only if it proves that that member is not responsible for the event giving rise to the damage; (g)  how the information on the binding corporate rules, in particular on the provisions referred to in points (d), (e) and (f) of this paragraph is provided to the data subjects in addition to Articles 13 and 14; (h)  the tasks of any data protection officer designated in accordance with Article 37 or any other person or entity in charge of the monitoring compliance with the binding corporate rules within the group of undertakings, or group of enterprises engaged in a joint economic activity, as well as monitoring training and complaint-handling; (i)  the complaint procedures; (j)  the mechanisms within the group of undertakings, or group of enterprises engaged in a joint economic activity for ensuring the verification of compliance with the binding corporate rules. Such mechanisms shall include data protection audits and methods for ensuring corrective actions to protect the rights of the data subject. Results of such verification should be communicated to the person or entity referred to in point (h) and to the board of the controlling undertaking of a group of undertakings, or of the group of enterprises engaged in a joint economic activity, and should be available upon request to the competent supervisory authority; (k)  the mechanisms for reporting and recording changes to the rules and reporting those changes to the supervisory authority; (l)  the cooperation mechanism with the supervisory authority to ensure compliance by any member of the group of undertakings, or group of enterprises engaged in a joint economic activity, in particular by making available to the supervisory authority the results of verifications of the measures referred to in point (j); (m)  the mechanisms for reporting to the competent supervisory authority any legal requirements to which a member of the group of undertakings, or group of enterprises engaged in a joint economic activity is subject in a third country which are likely to have a substantial adverse effect on the guarantees provided by the binding corporate rules; and (n)  the appropriate data protection training to personnel having permanent or regular access to personal data. 4.5.2016 L 119/63  
3.The Commission may specify the format and procedures for the exchange of information between controllers, processors and supervisory authorities for binding corporate rules within the meaning of this Article. Those implementing acts shall be adopted in accordance with the examination procedure set out in Article 93(2)., 1.The data subject shall have the right to receive the personal data concerning him or her, which he or she has provided to a controller, in a structured, commonly used and machine-readable format and have the right to transmit those data to another controller without hindrance from the controller to which the personal data have been provided, where: (a)  the processing is based on consent pursuant to point (a) of Article 6(1) or point (a) of Article 9(2) or on a contract pursuant to point (b) of Article 6(1); and (b)  the processing is carried out by automated means.
2.In exercising his or her right to data portability pursuant to paragraph 1, the data subject shall have the right to have the personal data transmitted directly from one controller to another, where technically feasible.
3.The exercise of the right referred to in paragraph 1 of this Article shall be without prejudice to Article 17. That right shall not apply to processing necessary for the performance of a task carried out in the public interest or in the exercise of official authority vested in the controller.
4.The right referred to in paragraph 1 shall not adversely affect the rights and freedoms of others. Section 4 Right to object and automated individual decision-making, 1.This Regulation applies to the processing of personal data in the context of the activities of an establishment of a controller or a processor in the Union, regardless of whether the processing takes place in the Union or not. 4.5.2016 L 119/32  
2.This Regulation applies to the processing of personal data of data subjects who are in the Union by a controller or processor not established in the Union, where the processing activities are related to: (a)  the offering of goods or services, irrespective of whether a payment of the data subject is required, to such data subjects in the Union; or (b)  the monitoring of their behaviour as far as their behaviour takes place within the Union.
3.This Regulation applies to the processing of personal data by a controller not established in the Union, but in a place where Member State law applies by virtue of public international law., source_sentence: What type of processing necessitates assistance for internal compliance monitoring?
sentences: 1.Processing shall be lawful only if and to the extent that at least one of the following applies: (a)  the data subject has given consent to the processing of his or her personal data for one or more specific purposes; (b)  processing is necessary for the performance of a contract to which the data subject is party or in order to take steps at the request of the data subject prior to entering into a contract; (c)  processing is necessary for compliance with a legal obligation to which the controller is subject; (d)  processing is necessary in order to protect the vital interests of the data subject or of another natural person; (e)  processing is necessary for the performance of a task carried out in the public interest or in the exercise of official authority vested in the controller; (f)  processing is necessary for the purposes of the legitimate interests pursued by the controller or by a third party, except where such interests are overridden by the interests or fundamental rights and freedoms of the data subject which require protection of personal data, in particular where the data subject is a child. Point (f) of the first subparagraph shall not apply to processing carried out by public authorities in the performance of their tasks.
2.Member States may maintain or introduce more specific provisions to adapt the application of the rules of this Regulation with regard to processing for compliance with points (c) and (e) of paragraph 1 by determining more precisely specific requirements for the processing and other measures to ensure lawful and fair processing including for other specific processing situations as provided for in Chapter IX.
3.The basis for the processing referred to in point (c) and (e) of paragraph 1 shall be laid down by: (a)  Union law; or (b)  Member State law to which the controller is subject. The purpose of the processing shall be determined in that legal basis or, as regards the processing referred to in point (e) of paragraph 1, shall be necessary for the performance of a task carried out in the public interest or in the exercise of official authority vested in the controller. That legal basis may contain specific provisions to adapt the application of rules of this Regulation, inter alia: the general conditions governing the lawfulness of processing by the controller; the types of data which are subject to the processing; the data subjects concerned; the entities to, and the purposes for which, the personal data may be disclosed; the purpose limitation; storage periods; and processing operations and processing procedures, including measures to ensure lawful and fair processing such as those for other specific 4.5.2016 L 119/36   processing situations as provided for in Chapter IX. The Union or the Member State law shall meet an objective of public interest and be proportionate to the legitimate aim pursued.
4.Where the processing for a purpose other than that for which the personal data have been collected is not based on the data subject's consent or on a Union or Member State law which constitutes a necessary and proportionate measure in a democratic society to safeguard the objectives referred to in Article 23(1), the controller shall, in order to ascertain whether processing for another purpose is compatible with the purpose for which the personal data are initially collected, take into account, inter alia: (a)  any link between the purposes for which the personal data have been collected and the purposes of the intended further processing; (b)  the context in which the personal data have been collected, in particular regarding the relationship between data subjects and the controller; (c)  the nature of the personal data, in particular whether special categories of personal data are processed, pursuant to Article 9, or whether personal data related to criminal convictions and offences are processed, pursuant to Article 10; (d)  the possible consequences of the intended further processing for data subjects; (e)  the existence of appropriate safeguards, which may include encryption or pseudonymisation., Where the processing is carried out by a public authority, except for courts or independent judicial authorities when acting in their judicial capacity, where, in the private sector, processing is carried out by a controller whose core activities consist of processing operations that require regular and systematic monitoring of the data subjects on a large scale, or where the core activities of the controller or the processor consist of processing on a large scale of special categories of personal data and data relating to criminal convictions and offences, a person with expert knowledge of data protection law and practices should assist the controller or processor to monitor internal compliance with this Regulation. In the private sector, the core activities of a controller relate to its primary activities and do not relate to the processing of personal data as ancillary activities. The necessary level of expert knowledge should be determined in particular according to the data processing operations carried out 4.5.2016 L 119/18 Official Journal of the European Union EN   and the protection required for the personal data processed by the controller or the processor. Such data protection officers, whether or not they are an employee of the controller, should be in a position to perform their duties and tasks in an independent manner., Where a controller or a processor not established in the Union is processing personal data of data subjects who are in the Union whose processing activities are related to the offering of goods or services, irrespective of whether a payment of the data subject is required, to such data subjects in the Union, or to the monitoring of their behaviour as far as their behaviour takes place within the Union, the controller or the processor should designate a representative, unless the processing is occasional, does not include processing, on a large scale, of special categories of personal data or the processing of personal data relating to criminal convictions and offences, and is unlikely to result in a risk to the rights and freedoms of natural persons, taking into account the 4.5.2016 L 119/15 Official Journal of the European Union EN   nature, context, scope and purposes of the processing or if the controller is a public authority or body. The representative should act on behalf of the controller or the processor and may be addressed by any supervisory authority. The representative should be explicitly designated by a written mandate of the controller or of the processor to act on its behalf with regard to its obligations under this Regulation. The designation of such a representative does not affect the responsibility or liability of the controller or of the processor under this Regulation. Such a representative should perform its tasks according to the mandate received from the controller or processor, including cooperating with the competent supervisory authorities with regard to any action taken to ensure compliance with this Regulation. The designated representative should be subject to enforcement proceedings in the event of non-compliance by the controller or processor., source_sentence: What are the types of data subject to processing?
sentences: **Court (Civil/Criminal):**
Provisions: Articles 8 of Law 2251/1994, Articles 2, 4, 48 et seq. of Law 4537/2018, Article 11 paragraph 1 of Law 4261/2014, Articles 830, 806, 827, 914, 932 of the Civil Code and 176 of the Code of Civil Procedure.
Time of commission of the act:
Outcome (not guilty, guilty):
Rationale: Electronic fraud through the method of phishing. A third party fraudulently obtained money from the plaintiff's bank account and transferred it to another bank account. Both the defendant is liable for the inadequate protection of its systems, which should have been excellent, and the plaintiff who failed to fulfill his obligation to protect his information and disregarded the defendant's security instructions. Law 4537/2018 introduces mandatory law in favor of users, as according to Article 103, payment service providers are prohibited from deviating from the provisions to the detriment of payment service users. It is determined that a resumption of the discussion should be ordered in order to provide all possible evidence, with diligence from both parties, especially from the defendant, who has access to the transaction data through its systems, but also bears the relevant burden of proof concerning the exact timing of the execution of the money transfer order at each stage (withdrawal from the plaintiff's account, transfer to another bank, transfer to the third party's account).
Facts: The plaintiff maintains a joint bank account with his wife at the defendant bank and has also agreed to online banking transactions (e-banking). On July 31, 2020, at 13:45, the plaintiff was informed of a transfer of €3,000 from his account, which he had not initiated, nor had his wife. At 14:05, he immediately contacted the bank’s customer service line and reported the incident, stating that it was not his action and requesting its cancellation. The bank employee found that the plaintiff had provided his details to a fake website 10 days earlier, and subsequently, the mobile number used for transaction confirmations had been changed. The employee informed him that the money was at the other bank and that they would logically be able to retrieve it, provided it had not already been transferred to a third party's account. Since then, the plaintiff has not seen any return of the amount to his account, and he has made numerous attempts to resolve the issue with the bank, with effort, costs, and distress; however, nothing was achieved, as the money had already entered a third party's account and the defendant denied responsibility for the transfer of the funds.
Facts: The plaintiff maintained a joint account with his wife at a bank and used internet banking services. On July 21, 2020, a third party deceived the plaintiff through phishing (a misleading SMS with a link), obtaining his banking credentials. The third party, using the stolen information, requested a phone number change for receiving OTP (one-time password) and completing electronic transactions. The bank completed the change process based on the correct credentials. On July 31, 2020, a transfer of €3,000 was made from the plaintiff's account to a third party. The plaintiff was immediately informed, called the bank, and reported the fraud; however, the recovery of the funds was not successful. The plaintiff claims that the bank is responsible for inadequate protection of its systems, while the bank asserts that it followed the procedure based on the agreed identification methods. 
The court recognizes that there is responsibility on both sides: the bank for inadequate security and prevention of phishing, and the plaintiff for negligence in safeguarding his personal information, despite the bank's relevant warnings. A critical issue is the exact timing of the completion of the transfer: if the bank was timely notified of the fraud but did not intervene, it may be fully liable. The court requests a resumption of the discussion and further evidence, mainly from the bank, which has access to the relevant technical details., Where processing is carried out in accordance with a legal obligation to which the controller is subject or where processing is necessary for the performance of a task carried out in the public interest or in the exercise of official authority, the processing should have a basis in Union or Member State law. This Regulation does not require a specific law for each individual processing. A law as a basis for several processing operations based on a legal obligation to which the controller is subject or where processing is necessary for the performance of a task carried out in the public interest or in the exercise of an official authority may be sufficient. It should also be for Union or Member State law to determine the purpose of processing. Furthermore, that law could specify the general conditions of this Regulation governing the lawfulness of personal data processing, establish specifications for determining the controller, the type of personal data which are subject to the processing, the data subjects concerned, the entities to which the personal data may be disclosed, the purpose limitations, the storage period and other measures to ensure lawful and fair processing. It should also be for Union or Member State law to determine whether the controller performing a task carried out in the public interest or in the exercise of official authority should be a public authority or another natural or legal person governed by public law, or, where it is in the public interest to do so, including for health purposes such as public health and social protection and the management of health care services, by private law, such as a professional association., 1.Processing shall be lawful only if and to the extent that at least one of the following applies: (a)  the data subject has given consent to the processing of his or her personal data for one or more specific purposes; (b)  processing is necessary for the performance of a contract to which the data subject is party or in order to take steps at the request of the data subject prior to entering into a contract; (c)  processing is necessary for compliance with a legal obligation to which the controller is subject; (d)  processing is necessary in order to protect the vital interests of the data subject or of another natural person; (e)  processing is necessary for the performance of a task carried out in the public interest or in the exercise of official authority vested in the controller; (f)  processing is necessary for the purposes of the legitimate interests pursued by the controller or by a third party, except where such interests are overridden by the interests or fundamental rights and freedoms of the data subject which require protection of personal data, in particular where the data subject is a child. Point (f) of the first subparagraph shall not apply to processing carried out by public authorities in the performance of their tasks.
2.Member States may maintain or introduce more specific provisions to adapt the application of the rules of this Regulation with regard to processing for compliance with points (c) and (e) of paragraph 1 by determining more precisely specific requirements for the processing and other measures to ensure lawful and fair processing including for other specific processing situations as provided for in Chapter IX.
3.The basis for the processing referred to in point (c) and (e) of paragraph 1 shall be laid down by: (a)  Union law; or (b)  Member State law to which the controller is subject. The purpose of the processing shall be determined in that legal basis or, as regards the processing referred to in point (e) of paragraph 1, shall be necessary for the performance of a task carried out in the public interest or in the exercise of official authority vested in the controller. That legal basis may contain specific provisions to adapt the application of rules of this Regulation, inter alia: the general conditions governing the lawfulness of processing by the controller; the types of data which are subject to the processing; the data subjects concerned; the entities to, and the purposes for which, the personal data may be disclosed; the purpose limitation; storage periods; and processing operations and processing procedures, including measures to ensure lawful and fair processing such as those for other specific 4.5.2016 L 119/36   processing situations as provided for in Chapter IX. The Union or the Member State law shall meet an objective of public interest and be proportionate to the legitimate aim pursued.
4.Where the processing for a purpose other than that for which the personal data have been collected is not based on the data subject's consent or on a Union or Member State law which constitutes a necessary and proportionate measure in a democratic society to safeguard the objectives referred to in Article 23(1), the controller shall, in order to ascertain whether processing for another purpose is compatible with the purpose for which the personal data are initially collected, take into account, inter alia: (a)  any link between the purposes for which the personal data have been collected and the purposes of the intended further processing; (b)  the context in which the personal data have been collected, in particular regarding the relationship between data subjects and the controller; (c)  the nature of the personal data, in particular whether special categories of personal data are processed, pursuant to Article 9, or whether personal data related to criminal convictions and offences are processed, pursuant to Article 10; (d)  the possible consequences of the intended further processing for data subjects; (e)  the existence of appropriate safeguards, which may include encryption or pseudonymisation., source_sentence: What kind of rights should data subjects have for the Commission to consider the level of protection adequate?
sentences: 1.A transfer of personal data to a third country or an international organisation may take place where the Commission has decided that the third country, a territory or one or more specified sectors within that third country, or the international organisation in question ensures an adequate level of protection. Such a transfer shall not require any specific authorisation.
2.When assessing the adequacy of the level of protection, the Commission shall, in particular, take account of the following elements: (a)  the rule of law, respect for human rights and fundamental freedoms, relevant legislation, both general and sectoral, including concerning public security, defence, national security and criminal law and the access of public authorities to personal data, as well as the implementation of such legislation, data protection rules, professional rules and security measures, including rules for the onward transfer of personal data to another third country or international organisation which are complied with in that country or international organisation, case-law, as well as effective and enforceable data subject rights and effective administrative and judicial redress for the data subjects whose personal data are being transferred; (b)  the existence and effective functioning of one or more independent supervisory authorities in the third country or to which an international organisation is subject, with responsibility for ensuring and enforcing compliance with the data protection rules, including adequate enforcement powers, for assisting and advising the data subjects in exercising their rights and for cooperation with the supervisory authorities of the Member States; and (c)  the international commitments the third country or international organisation concerned has entered into, or other obligations arising from legally binding conventions or instruments as well as from its participation in multilateral or regional systems, in particular in relation to the protection of personal data.
3.The Commission, after assessing the adequacy of the level of protection, may decide, by means of implementing act, that a third country, a territory or one or more specified sectors within a third country, or an international organisation ensures an adequate level of protection within the meaning of paragraph 2 of this Article. The implementing act shall provide for a mechanism for a periodic review, at least every four years, which shall take into account all relevant developments in the third country or international organisation. The implementing act shall specify its territorial and sectoral application and, where applicable, identify the supervisory authority or authorities referred to in point (b) of paragraph 2 of this Article. The implementing act shall be adopted in accordance with the examination procedure referred to in Article 93(2).
4.The Commission shall, on an ongoing basis, monitor developments in third countries and international organisations that could affect the functioning of decisions adopted pursuant to paragraph 3 of this Article and decisions adopted on the basis of Article 25(6) of Directive 95/46/EC.
5.The Commission shall, where available information reveals, in particular following the review referred to in paragraph 3 of this Article, that a third country, a territory or one or more specified sectors within a third country, or an international organisation no longer ensures an adequate level of protection within the meaning of paragraph 2 of this Article, to the extent necessary, repeal, amend or suspend the decision referred to in paragraph 3 of this Article by means of implementing acts without retro-active effect. Those implementing acts shall be adopted in accordance with the examination procedure referred to in Article 93(2). On duly justified imperative grounds of urgency, the Commission shall adopt immediately applicable implementing acts in accordance with the procedure referred to in Article 93(3).
6.The Commission shall enter into consultations with the third country or international organisation with a view to remedying the situation giving rise to the decision made pursuant to paragraph 5
7.A decision pursuant to paragraph 5 of this Article is without prejudice to transfers of personal data to the third country, a territory or one or more specified sectors within that third country, or the international organisation in question pursuant to Articles 46 to 49
8.The Commission shall publish in the Official Journal of the European Union and on its website a list of the third countries, territories and specified sectors within a third country and international organisations for which it has decided that an adequate level of protection is or is no longer ensured.
9.Decisions adopted by the Commission on the basis of Article 25(6) of Directive 95/46/EC shall remain in force until amended, replaced or repealed by a Commission Decision adopted in accordance with paragraph 3 or 5 of this Article., The processing of personal data for purposes other than those for which the personal data were initially collected should be allowed only where the processing is compatible with the purposes for which the personal data were initially collected. In such a case, no legal basis separate from that which allowed the collection of the personal data is required. If the processing is necessary for the performance of a task carried out in the public interest or in the exercise of official authority vested in the controller, Union or Member State law may determine and specify the tasks and purposes for which the further processing should be regarded as compatible and lawful. Further processing for archiving purposes in the public interest, scientific or historical research purposes or statistical purposes should be considered to be compatible lawful processing operations. The legal basis provided by Union or Member State law for the processing of personal data may also provide a legal basis for further processing. In order to ascertain whether a purpose of further processing is compatible with the purpose for which the personal data are initially collected, the controller, after having met all the requirements for the lawfulness of the original processing, should take into account, inter alia: any link between those purposes and the purposes of the intended further processing; the context in which the personal data have been collected, in particular the reasonable expectations of data subjects based on their relationship with the controller as to their 4.5.2016 L 119/9 Official Journal of the European Union EN   further use; the nature of the personal data; the consequences of the intended further processing for data subjects; and the existence of appropriate safeguards in both the original and intended further processing operations. Where the data subject has given consent or the processing is based on Union or Member State law which constitutes a necessary and proportionate measure in a democratic society to safeguard, in particular, important objectives of general public interest, the controller should be allowed to further process the personal data irrespective of the compatibility of the purposes. In any case, the application of the principles set out in this Regulation and in particular the information of the data subject on those other purposes and on his or her rights including the right to object, should be ensured. Indicating possible criminal acts or threats to public security by the controller and transmitting the relevant personal data in individual cases or in several cases relating to the same criminal act or threats to public security to a competent authority should be regarded as being in the legitimate interest pursued by the controller. However, such transmission in the legitimate interest of the controller or further processing of personal data should be prohibited if the processing is not compatible with a legal, professional or other binding obligation of secrecy., According to the provision of Article 386 paragraph 1 of the Greek Penal Code,

"Whoever, with the intent to obtain for themselves or another an unlawful pecuniary benefit, causes damage to another’s property by persuading someone to act, omit, or tolerate something through the knowing misrepresentation of false facts as true, or through the unlawful concealment or suppression of true facts, shall be punished by imprisonment of at least three months, and if the damage caused is particularly large, by imprisonment of at least two years."

From this provision it follows that, for the crime of fraud to be established, the following elements are required:

a) The intent of the perpetrator to obtain for themselves or another an unlawful pecuniary benefit, without it being necessary that the benefit actually materialize;

b) The knowing misrepresentation of false facts as true, or the unlawful concealment or suppression of true facts, as a result of which—serving as the causal factor—someone is deceived and proceeds to an act, omission, or acquiescence that is detrimental to themselves or another; and

c) Damage to another person’s property, as defined under civil law, which must be causally linked to the deceptive acts or omissions of the perpetrator. It is not required that the person deceived and the person who suffered the damage be the same individual.

The term “facts”, within the meaning of the above provision, refers to real circumstances relating to the past or present, and not to those that will occur in the future, such as mere promises or contractual obligations. However, when such promises or obligations are accompanied by false assurances and representations of other false facts referring to the present or the past, in such a manner as to create the impression of future fulfillment based on a false present situation fabricated by the perpetrator, who has already formed the decision not to fulfill their obligation, the crime of fraud is established.

The term “property” refers to the totality of a person’s economic assets that possess monetary value, while damage to property means its reduction—specifically, the difference between the monetary value the property had before the disposition caused by the fraudulent conduct and the value remaining after it. Property damage exists even if the victim possesses an active claim for restitution.

The time of commission of the fraud is considered to be the moment when the perpetrator acted and completed their fraudulent conduct, namely when they made the false representations that deceived the victim or a third party. Any subsequent moment at which the victim’s damage actually occurred—thereby completing the fraud—or the time when the victim carried out the harmful act or omission, is irrelevant., source_sentence: In what context does the operation of the democratic system in a Member State require political parties to compile personal data on people's political opinions?
sentences: Where in the course of electoral activities, the operation of the democratic system in a Member State requires that political parties compile personal data on people's political opinions, the processing of such data may be permitted for reasons of public interest, provided that appropriate safeguards are established., 1.The data subject shall have the right to obtain from the controller confirmation as to whether or not personal data concerning him or her are being processed, and, where that is the case, access to the personal data and the following information: (a)  the purposes of the processing; (b)  the categories of personal data concerned; (c)  the recipients or categories of recipient to whom the personal data have been or will be disclosed, in particular recipients in third countries or international organisations; (d)  where possible, the envisaged period for which the personal data will be stored, or, if not possible, the criteria used to determine that period; (e)  the existence of the right to request from the controller rectification or erasure of personal data or restriction of processing of personal data concerning the data subject or to object to such processing; (f)  the right to lodge a complaint with a supervisory authority; (g)  where the personal data are not collected from the data subject, any available information as to their source; (h)  the existence of automated decision-making, including profiling, referred to in Article 22(1) and (4) and, at least in those cases, meaningful information about the logic involved, as well as the significance and the envisaged consequences of such processing for the data subject.
2.Where personal data are transferred to a third country or to an international organisation, the data subject shall have the right to be informed of the appropriate safeguards pursuant to Article 46 relating to the transfer.
3.The controller shall provide a copy of the personal data undergoing processing. For any further copies requested by the data subject, the controller may charge a reasonable fee based on administrative costs. Where the data subject makes the request by electronic means, and unless otherwise requested by the data subject, the information shall be provided in a commonly used electronic form.
4.The right to obtain a copy referred to in paragraph 3 shall not adversely affect the rights and freedoms of others. Section 3 Rectification and erasure, 1.Personal data shall be: (a)  processed lawfully, fairly and in a transparent manner in relation to the data subject (‘lawfulness, fairness and transparency’); (b)  collected for specified, explicit and legitimate purposes and not further processed in a manner that is incompatible with those purposes; further processing for archiving purposes in the public interest, scientific or historical research purposes or statistical purposes shall, in accordance with Article 89(1), not be considered to be incompatible with the initial purposes (‘purpose limitation’); (c)  adequate, relevant and limited to what is necessary in relation to the purposes for which they are processed (‘data minimisation’); (d)  accurate and, where necessary, kept up to date; every reasonable step must be taken to ensure that personal data that are inaccurate, having regard to the purposes for which they are processed, are erased or rectified without delay (‘accuracy’); 4.5.2016 L 119/35   (1) Directive (EU) 2015/1535 of the European Parliament and of the Council of 9 September 2015 laying down a procedure for the provision of information in the field of technical regulations and of rules on Information Society services (OJ L 241, 17.9.2015, p. 1). (e)  kept in a form which permits identification of data subjects for no longer than is necessary for the purposes for which the personal data are processed; personal data may be stored for longer periods insofar as the personal data will be processed solely for archiving purposes in the public interest, scientific or historical research purposes or statistical purposes in accordance with Article 89(1) subject to implementation of the appropriate technical and organisational measures required by this Regulation in order to safeguard the rights and freedoms of the data subject (‘storage limitation’); (f)  processed in a manner that ensures appropriate security of the personal data, including protection against unauthorised or unlawful processing and against accidental loss, destruction or damage, using appropriate technical or organisational measures (‘integrity and confidentiality’).
2.The controller shall be responsible for, and be able to demonstrate compliance with, paragraph 1 (‘accountability’).
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: legal_bert_base_uncased Finetuned on Data
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.40786240786240785
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4520884520884521
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.4987714987714988
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5626535626535627
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.40786240786240785
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.407043407043407
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.39803439803439805
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.3680589680589681
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.06293656156930413
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.17668247258070024
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.25811887707206355
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.39698207123599416
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4802340876967223
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4422243672243672
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5348601027995353
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 512
type: dim_512
metrics: type: cosine_accuracy@1
value: 0.4201474201474201
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4594594594594595
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5036855036855037
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5724815724815725
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4201474201474201
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.4185094185094185
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.40786240786240785
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.3737100737100737
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.06388247945070588
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.178015799720479
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.25972687256800475
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.3947888320228205
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4861678539444245
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4528275028275028
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5415371470065455
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 256
type: dim_256
metrics: type: cosine_accuracy@1
value: 0.40294840294840295
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.44226044226044225
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.47174447174447176
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.547911547911548
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.40294840294840295
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.40131040131040124
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.3877149877149877
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.35872235872235875
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.061851639351683974
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.17194877944891326
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.2475529200531431
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.3811388058624825
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.46794765190616167
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4339631839631839
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.527222236055989
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 128
type: dim_128
metrics: type: cosine_accuracy@1
value: 0.40540540540540543
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.44963144963144963
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.4742014742014742
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5257985257985258
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.40540540540540543
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.39967239967239965
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.38378378378378375
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.35110565110565106
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.0673194861771863
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.17772246554556587
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.24563509367359426
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.3597635961148919
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4620756922131216
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.43318708318708316
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5189352379379963
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 64
type: dim_64
metrics: type: cosine_accuracy@1
value: 0.3832923832923833
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4250614250614251
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.4520884520884521
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5135135135135135
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.3832923832923833
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3832923832923833
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.372972972972973
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.34299754299754304
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.05677329380914641
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.15745116593775602
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.23121540819220943
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.34018488804898916
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.44079442011781605
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.41212706212706207
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5013644986745714
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 22
Created: 2025-11-10 21:38:24