Text representations for patent classification manual

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The International Patent Classification is hereinafter referred to as “the Classification” or “the IPC”. 2. The Classification is established in the English and French languages, both texts being equally authentic. Pursuant to Article 3(2) of the Strasbourg Agreement, official texts of the
There are lots of applications of text classification in the commercial world. The problem is supervised text classification problem, and our goal is to investigate which supervised machine learning methods are best suited to solve it. Therefore, we will leave it as it is. Text Representation.
Search the Manual of Classification This also contains an outline of all patentable technologies (both new and old) where the class and subclass Complete the Patent Document Examine full-text U.S. patent copies online and note the “U.S. CI.” and “Field of Search” designations as these will provide In our new patent classification scheme, instead of using only the narrative text, such as the title and abstract, as the document representation, the combination of metadata and citation information of the patent is Test sample Training sample. Semi-automatic Manual. Requirement-oriented taxonomy.
Further, combining these representations can reveal new insights. We investigate how these models can be used for text mining and develop new models for specific text mining tasks Risch, J., Krestel, R.: Domain-specific word embeddings for patent classification. Data Technologies and Applications.
Abstract: Many text mining tasks such as text retrieval, text summarization, and text comparisons depend on the extraction of representative keywords from the main text. Most existing keyword extraction algorithms are based on discrete bag-of-words type of word representation of the text.
Document representation is widely used in practical application, for example, sentiment classification, text retrieval, and text classification. Previous work is mainly based on the statistics and the neural networks, which suffer from data sparsity and model interpretability, respectively.
The European Patent Academy in Munich is an institution of the European Patent Organisation dedicated to supporting patent-related intellectual property training across Europe. The IP Course Design Manual it has produced is an important tool for academic institutions wishing to introduce or
A patent classification is a system for examiners of patent offices or other people to categorize (code) documents, such as published patent applications, according to the technical features of their content. Patent classifications make it feasible to search quickly for documents about earlier disclosures
Text classification problems and algorithms have been around for a while now. However, while dealing with enormous amount of text data, model’s performance and accuracy becomes a challenge. The performance of a text classification model is heavily dependent upon the type of words used in
Patent applications are classified into classification schemes based on their technical content. Consult the Manual of Classification’s Classification Schedule to see whether the classes and Choice of text sources. Users can enter queries directly into the form, by selecting text from an ASCII
This Manual may be considered as a practical guide for effective prosecution of patent applications in India. The Manual will be revised from time to time based on interpretations by courts of law, statutory amendments and valuable inputs from the stakeholders.
This Manual may be considered as a practical guide for effective prosecution of patent applications in India. The Manual will be revised from time to time based on interpretations by courts of law, statutory amendments and valuable inputs from the stakeholders.
A Practical Manual. for using the International Classification of Functioning, Disability and Health. (ICF) Exposure draft for comment. At the time of the first edition of this Practical Manual, ICF has been in use for just over a decade. During this time various experiences have been collected, and it

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