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 Simplify text or Generate Multi-lingual Multi-document Summaries

Simplish

Simplish uses an 850-word vocabulary based on C.K. Ogden's Basic English plus 100 specialized words to be selected and 50 international words (1,000 words in total) for paraphrasing through fully rewriting in simple English. It also includes our own scientific dictionary to help process scientific/technical material; with scientific words explained in footnotes using the Basic English vocabulary.

This approach allows for infinite expressiveness using a finite vocabulary. Other methods of rewording or paraphrasing text typically change only those words or phrases they have a replacement for but leave many words untouched, so that the final vocabulary is unpredicatable. Our system replaces ALL words so the final text has a finite predictable 1,000 words vocabulary.

Intelligent_summary

Our summaries are produced on the basis of semantic relevance and NOT word-frequency, which is not a reliable method since often important material is not mentioned often and could be missed. By using our legal, scientific and business dictionaries, even complex material can be summarized succesfuly. Platinum subscribers are able to use multiple languages both for multi-document summaries and also for rewording text.

Our method involves generating a multi-dimensional ideaogram for each sentence, generating a volume of interest around the sequence produced by the first document, and including in the summary any sentences from other documents that fall within this volume; i.e. have added knowledge. Platinum subscribers are able to use multiple languages both for multi-document summaries and also for rewording text.

Take a free trial

You can try it for free!

You can easily simplify text online, summarize or generate content using both tools. All of this with a limit of 5000 words in English

If you are happy with it, you can subscribe and have full access to the service. If you need to process languages other than English please subscribe to the Premium service.

Simplify

CHOOSE YOUR OPTIONS

Vocabulary: Basic /International
Scientific
Comercial
Philosophy
Legal

Obtain explanations of the vocabulary of your choice in footnotes

Summary

Enter your reference document as the first text an then all your other contents, such as documents, texts or URLs, in any Google language (only Platinum subscribers)

You can process all the content of your choice and obtain an automatic summary

Choose the level of relevance and equivalence required.


Basic English

English is the dominant language on the web and in general for communicating today. In a wide range of areas such as business, Law, entertainment, technology, science and even literature, it acts as the lingua Franca that allows us to interact successfully in today's global economy. Moreover, English contains more words than any other language on the planet; more than 1 million in total.

Simplification

We use a different approach to the error-prone process of translation between languages: we aim Simplish at users who have some knowledge of English and so will be able to read the text after a process of Simplification. When translating from one language to another, particulaly between languages with different linguistic roots, sometimes crucial information can be wrongly translated.

Simplification for education

Simplish is also able to improve reading, learning, and teaching by intelligently rewording difficult English, for faster comprehension. It helps teachers save time and produce engaging lessons using a fixed well-defined reduced vocabulary every student understands, and thereby help improve learning outcomes. In fact, Basic English grammar is not different from that of standard English, it simply takes in only a part that can later be expanded bit by bit, as the student becomes more fluent.


Simplification for Artificial Intelligence & Analytics

Simplification can also be used to enhance the capabilities of Deep Learning and Data Mining systems for instance. Although the Semantic Web has been very successful, there is a lot of material remaining that is completely unstructured, and converting it into a version that uses a reduced vocabulary makes these systems far more powerful. Using Simplish, for instance, a conversational agent can be made to recognize 100,000 words, while actually only using a 1,000-word vocabulary!

Summary

Using our general cognition engine and Simplish, we are able to generate a multi-lingual multi-document summary, based on a representation of knowledge in the form of a sequence of multi-dimensional ideograms, very similar to the ideas behind Chinese symbols, making our system capable of “understanding” language and producing more coherent, better quality summaries than those produced using conventional methods.

Summarizing algorithm

Among other things, important information is often not mentioned many times, and so standard methods can yield inadequate results. Our algorithm does not look at specific pre-selected words, word frequencies, ontologies, topic maps, word sequences, pattern-matching or any prior training! Our strategy is based on Peirce's ideas on abduction and uses relevance as the criterion for including/excluding sentences.


How do we get to a simplish version?


prim_composition

75,000 standard English words

sda_composition

30,000 scientific & technology words

sheet_color

Explained in footnotes

basic_color

Simple Basic English version using a basic 1,000 words vocabulary



Summarize and/or Simplify your own files and have your own personal dictionary

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Simple English tools

We built the place for your translations for several different sectors and specific terminology.

Professional Human Translation

Ensure that your text is clear, accurate and easy to understand by using our translation service. Currently, we are able to offer a service from our experienced in-house human translators to help bring your texts from French, Italian, German, Spanish or Catalan to Standard or Basic English.

Proof Reading and Text Editing

This is the easiest way to bring your texts into Standard or Basic English, while fixing the issues that arise from machine translation. Your texts will be corrected by a native English speaker.

Design Editing and Writing

This full service uses your instructions and texts to create a well-designed fully-edited package. Your materials, speeches or papers will be ready for professional use in standard or Basic English.

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