1.
Write an editorial on caste atrocities in India.
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Editorial on caste atrocities in India.
Explanation:
- Conflicts involving caste issues, mainly those related to the rights of the lowest caste, pervade modern Indian society.
- Caste affiliation, which is being strictly enforced by society, is an official contemporary reality.
- Though caste identity is major social discrimination, it also serves as a necessary condition for affirmative action like reservation policy.
- To this end, we have applied a computational analysis to a large dataset of 2016 and 2017 editions of three major Indian newspapers to determine the most prominent themes associated with "caste" in the news.
- We have used an original mix of state-of-the-art algorithms based on statistical distributions and two-layer neural networks, to locate relevant topics in news and characterize their linguistic context.
- We concluded that there is an excessive association between lower castes, oppression, and social unrest in the news that does not adequately cover reports on other aspects of their lives and personal identities, thus undermining the assertiveness and agency of a larger strengthens the conflict. a segment of the population.
- From our conclusion, we propose an affirmative discrimination policy in the newsroom.
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