Legal reasoning proposition representation method, legal event reasoning method and electronic equipment based on the three-level theory

A technology of law and events, applied in the field of artificial intelligence, can solve problems such as lack of interpretability of results, lack of in-depth research on the atomicity of reasoning, reasoning and explanation, etc.

Active Publication Date: 2021-08-20
南京擎盾信息科技有限公司
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Problems solved by technology

3. The above reasoning research is based on data observation, such as support rate, winning and losing rate, etc. There is no in-depth research on the atomicity of reasoning, and the focus is on how to let the machine learn the correlation between input and output
[0005] At present, most of the existing reasoning research mainly relies on the output results of the machine algorithm model, and the interpretation of the results is very lacking. The results that are not explained according to legal causal reasoning are difficult to be accepted and recognized.

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  • Legal reasoning proposition representation method, legal event reasoning method and electronic equipment based on the three-level theory
  • Legal reasoning proposition representation method, legal event reasoning method and electronic equipment based on the three-level theory
  • Legal reasoning proposition representation method, legal event reasoning method and electronic equipment based on the three-level theory

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[0029] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is an embodiment of a part of the application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the scope of protection of this application.

[0030] It should be noted that the terms "first" and "second" in the description and claims of the present application and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It should be understood that the data so used may be interchanged under appropriate circumstances for...

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Abstract

The present invention provides a legal reasoning proposition representation method based on the three-level theory, a legal event reasoning method, and an electronic device, wherein the method includes: obtaining a preset legal event graph; The corresponding reasoning representation framework expresses legal propositions on the legal event graph; uses the three-level theory to express the legal propositions probabilistically. Since the path of prediction is generated based on the reasoning of the three-level theory of law, the prediction can be fully interpreted, for example, it can explain clearly the situation of the establishment of the legality proposition of the elements and the probability of supporting it, and then provide prediction and evidence support for legal decision-making .

Description

technical field [0001] The invention relates to the field of artificial intelligence, in particular to a representation method for legal reasoning propositions based on the three-level theory, a legal event reasoning method and electronic equipment. Background technique [0002] Reasoning is a very important and challenging task in the field of natural language processing. Its purpose is to use existing knowledge and inference techniques to make judgments on unseen input information. Machine reasoning requires heuristics and strategies, which are usually done by knowledgeable domain experts. This process is where machine reasoning becomes difficult for businesses to scale, as it requires a lot of expert human labor to accomplish the strategy. [0003] Machine reasoning works best in deterministic scenarios. That is, to determine if something is true, or if it will happen. Machine Reasoning has good applications in tasks such as common sense question answering, fact detect...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/35G06F16/36G06F40/30G06Q50/18
CPCG06Q50/18G06F16/35G06F16/367G06F40/30
Inventor 王毅刘昌鑫杜向阳
Owner 南京擎盾信息科技有限公司
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