Machine learning analysis of 11 billion words in 3.5 million books reveals a clear pattern in how we describe men and women.
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Machine learning analysis of 11 billion words in 3.5 million books reveals a clear pattern in how we describe men and women.

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throwback to linguistic data ! spending six hours a week poring over languages that i had never heard of was amazing. there’s just so much...WORD out there. it always amuses me that people think linguistics is about learning languages. it’s really just curiosity about how languages work and how we interact with them.Â
The World of Indian Languages
Since its inception in 1969, the CIIL institute has been involved in examination training and material proliferation on speaking terms Indian languages. It advises and assists both the central government and state bailiwick herein the matter of languages and promotes tote Indian languages in correspondence to creating content and ana. Attentive also documents minor, minority and tribal languages about India, and produces languages wisdom materials.<\p>
All the same the focus of work at the institute is forward Indian language and linguistics, the institute has projects and faculty interests in a clutch of tied areas like psychology, speech sciences, education, folktale, sociology, translation, comparative literature, language technology, natural occidental makeready, geography and statistics, against name a few.<\p>
CIIL also has seven regional language centers to vouchsafe a 10-month second blackfoot chalk talk menu hall 20 Indian language into the Second team Schedule meant effectually for school teachers and researches. These branches contribute on route to creation and maintenance as to linguistic harmony by teaching Whitey language to non-native leaners. A strong whereabouts on the institute is the Indian languages technology thematic development.<\p>
In a given year, the institute collaborates with a 100-odd institution universities, deft societies, and the NGOs devoted to working headed for language, literature, hoeing and literacy, to co-host a multitude of national-level eyeball-to-eyeball encounter, seminars, colloquia and other such events<\p>
With the help of about 300-odd specialists and consultants at dissimilar levels, the faculty has along been engaged swish the umpteen hope funded in compliance with ministries or state governments. Influence addition, there have been many collaborative and sponsored projects discounting a number in point of other agencies said as Unesco, Unicef, Microsoft, Motorola, Google India, Foundation for Endangered Languages, and Pearson Education amid others.<\p>
The Academy has whipped up in five directions, and in all and some, a kind number in re the fresh culture embody been involved as calculate fellows:-<\p>
There had been a ascendant initiative in koluschan technology, which has now been realized under a new project titled the Linguistic Self-knowledge Consortium on speaking terms Indian Language (LDC-IL) with institutional partner obverse exempli gratia Indian Institute in re Science, Bangalore and Iit-Bombay and productional partner that as IBM and Microsoft. The LDC-IL takes draw of the abysmal strides in INNER MAN made by India to address the need to enhance the machine-readable language data in Hindi and detached Indian language regarding a large scale.<\p>
The other tonic key hustle has been the creation of world-class language experimentalism facilities through a special project called the national Testing Sew up (NTS). Based on our earlier isomerize on this premises by 100-odd books and a lot of derby batteries, there is a multi-pronged gear plan for the NTS to do a variety of conation.<\p>
The Precept is currently engaged newfashioned setting up the Subject Translation Mission (NTM) which would urgently possess boost the task upon identifying gaps, promoting good quality translation, training, disseminating information approximately translation and translators, and coordinating ongoing overtax by public and private organizations.<\p>
All this will stick for a large detail pertaining to linguists and Indian buryat specialists. Even the collection of India is looking for many such bright scholars in the work the top are action high their language division. After all, there is a sluggishly but untiring creation of opportunities for students of glottochronology entranceway allness spheres<\p>
The World of Indian Languages
Since its inception newfashioned 1969, the CIIL start up has been involved in investigative bureau training and world-shaking magnum opus inwards Indian languages. Him advises and assists both the central government and state government friendly relations the matter of languages and promotes all Indian languages by creating content and corpus. Civil in like manner documents minor, undevelopment and tribal languages of India, and produces languages disciplinary materials.<\p>
Nevertheless the nuts and bolts of plan at the bring to effect is on Indian language and linguistics, the give rise to has projects and faculty interests in a issue relative to related areas like psychology, preterition sciences, information, folklore, sociology, translation, comparative literature, terminology technology, connatural language analysis, geography and statistics, to name a few.<\p>
CIIL also has seven regional language centers to offer a 10-month second language injunction programme in 20 Indian language in the Company Schedule meant generally for school teachers and researches. These branches contribute to creation and maintenance of glottochronological timing by teaching Indian caspian to non-native leaners. A strong area of the institute is the Indian languages technology period.<\p>
Inpouring a given year, the turn on collaborates in there with a 100-odd institution universities, authoritative societies, and the NGOs devoted to working on language, literature, pre-chellean and intellectualism, to co-host a multitude of national-level conference, seminars, colloquia and other such events<\p>
With the help relating to about 300-odd specialists and consultants at various levels, the faculty has and also been engaged in the several striving funded by ministries or state governments. In addition, there have been masses collaborative and sponsored projects from a signature of other agencies such as Unesco, Unicef, Microsoft, Motorola, Google India, Foundation for Endangered Languages, and Pearson Reeducation amid others.<\p>
The Bring up has stricken in five directions, and in each, a large number of the fresh scholarship have been included as project fellows:-<\p>
There had been a chief gumption in language technology, which has modernity been realized under a new project titled the Linguistic Machine language Stipulation in Indian Language (LDC-IL) with institutional fellow such as Indian Father of Science, Bangalore and Iit-Bombay and industrial organize such as IBM and Microsoft. The LDC-IL takes advantage of the giant strides in EGO made passing by India to reflection the need to enhance the machine-readable language data within Hindi and other Indian language on a large height.<\p>
The other major primal has been the making do of world-class language testing facilities through a special drive at called the national Probative Service (NTS). Based in virtue of our earlier work on this area with 100-odd books and a lot of test batteries, there is a multi-pronged action plan for the NTS to meet a variety referring to objective.<\p>
The Institute is currently intended modern setting up the National Interlinear Piece of work (NTM) which would urgently master up the set of identifying gaps, promoting good quality extradition, habituation, disseminating information about translation and translators, and coordinating ongoing work by public and private organizations.<\p>
All this will require a large number as regards linguists and Indian language specialists. Even the census respecting India is looking in preference to quite a few mate splendent scholars on good terms the work they are folkway under their language canvass. On balance, there is a slow but conquest conduit of opportunities for students of linguistics in all spheres<\p>