This is done via sentiment analysis.” The best tools of modern digital marketing combine age-old linguistic concepts and today’s advancing NLP techniques.īecause most sentiment analysis of digital audiences depend on high-resource language models, nuance could be lost when analyzing online chatter. “We use NLP to detect if people liked or hated your campaign. Any field of life and business requiring communication can be improved using natural language processing technology.īranding agencies apply NLP “to know what people are saying about a campaign or how they reacted to the campaign,” says Samantha Sam-Inimgba, an associate at Anakle, a digital marketing firm in Lagos. It is the field of machine learning deployed in voice-to-text platforms like Otter, and voice assistants like Google Assistant, Siri and Alexa. However, natural language processing is as immediately practical as modern complex technologies can be. Ogueji and Ahia’s six-page paper might give you a mild headache. Practically though, what’s this useful for?īeing an intersection of computer science, mathematics and statistics, lots of AI jargon is dizzying. Thanks to frameworks like Word2vec and Google’s transformer, their ambition had a solid foundation to build on. Quality research data is scarce or too raw where available. It didn’t help that AI development is at an embryonic stage in Nigeria. But this project was the first Natural Language Processing (NLP) project ever to be done on pidgin English by anyone. He has been interested in working on languages since encountering Google Translate on his first android device in 2014. Essentially, they created a pidgin-English catalogue of word pairs from scratch, scraping 56,695 pidgin sentences and 32,925 unique words from a couple of websites. It would lead them to train an Unsupervised Neural Machine Translation (UNMT) model. Orevaoghene Ahia and Kelechi Ogueji worked on their translation model for three months Comment ça va : How are you, etc.īut with little pidgin English used online in writing – there’s no Wikipedia Pidgin – finding data for a decent translation project proved to be the first major hindrance. To build an English-French translator, for example, you need a corpus – tons of sentence pairs for both languages. A shame given the objective and symbolic importance of this work in showing Africans’ competence to identify and solve local problems. The project is published and was accepted – after peer review – at this year’s NeurIPS conference, the world’s largest gathering of artificial intelligence researchers and enthusiasts, which held last week.ĭubious visa standards by the Canadian embassy denied them the honour of being in Vancouver to hold the world’s attention. “It’s insane that most technologies we build these days are for very high-resource language speakers,” Ahia tells me.įrom June to August this year, Ogueji and Ahia – colleagues at the Nigerian office of InstaDeep, an AI research and solutions firm – successfully developed a model for the translation. So when Kelechi Ogueji, 23, suggested a pidgin-to-English machine translation project, acceptance was easy. Though Ahia’s pidgin isn’t as intense as her mum’s waffi dialect, she regards it an indispensable feature of her formative years. Her mum, an Isoko woman bred in Nigeria’s Niger Delta area, is fluent in three languages but favours pidgin English for conversations with family, friends and customers. Twenty-one-year old Orevaoghene Ahia speaks good English and writes tons of code in python.
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The best video editing software you can buy today Which is the best free video editor for PC?īest free video editing software for desktop What is the easiest to use video editing software? They support a huge list of formats and even allow for mixing and matching resolutions and frame rates within a project. Shotcut is another free, open source video editor, and supports a wide range of formats. Nope! The only time you may get a watermark is by using specific features that it includes with the pro version, but it will hit you with a warning before you apply anything.ĭoes OpenShot video editor have Watermark? The Openshot is an open-source video editing tool that has no watermark download. If you do watermarking of your clips, this is a no-brainer: import a PNG file of your logo and put it on top of all video clips, alpha channel will be taken care of automatically. Olive also supports images such as JPEG and PNG.
First, it was not possible for the State to disprove the existence of a lawful reason as required by s 1(1)(a) of the Act. However, it found that these infringements were justified on two bases. With regard to s 1(2) of the Act, the court a quo accepted that this provision infringed the right to be presumed innocent, the right to remain silent and the right against self incrimination. The court a quo found that s 1(1)(b) of the Act does not infringe the right to freedom of expression, and that the provision only criminalises expressive acts which are reasonably construed to be threats of violence. The appeals are against the judgment of Khumalo J, sitting in the Gauteng Division of the High Court, Pretoria (the court a quo) who simultaneously heard, and thereafter dismissed, the appellants’ applications for declaratory orders of invalidity and unconstitutionality of ss 1(1)(b) and 1(2) respectively. These two appeals, which were heard together in accordance with a practice directive of the President of this court, concern the constitutional validity of ss 1(1)(b) and 1(2) of the Intimidation Act 72 of 1982 (the Act). Mbha, JA (dissenting in part) (Van der Merwe, JA concurring) GST, PAN, IP Ownership, Social Media, and much more.LegaTrace - Tracing Legal Info Across India.Auto summary and keywording for contracts.PCTMS - Post Contract Tracking Management System **.Workflow, Renewals, Action Items, Alerts, etc.Alerts on related GRs, Notifications, Circulars, Gazettes, etc.Time based / Event based / ect - Configure.
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