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Sample-efficient Linguistic Generalizations through Program Synthesis: Experiments with Phonology Problems ...
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Sample-efficient Linguistic Generalizations through Program Synthesis: Experiments with Phonology Problems ...
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Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance ...
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Designing Language Technologies for Social Good: The Road not Taken ...
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Abstract:
Development of speech and language technology for social good (LT4SG), especially those targeted at the welfare of marginalized communities and speakers of low-resource and under-served languages, has been a prominent theme of research within NLP, Speech, and the AI communities. Researchers have mostly relied on their individual expertise, experiences or ad hoc surveys for prioritization of language technologies that provide social good to the end-users. This has been criticized by several scholars who argue that work on LT4SG must include the target linguistic communities during the design and development process. However, none of the LT4SG work and their critiques suggest principled techniques for prioritization of the technologies and methods for inclusion of the end-user during the development cycle. Drawing inspiration from the fields of Economics, Ethics, Psychology, and Participatory Design, here we chart out a set of methodologies for prioritizing LT4SG that are aligned with the end-user preferences. ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/2110.07444 https://dx.doi.org/10.48550/arxiv.2110.07444
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Use of Formal Ethical Reviews in {NLP} Literature: {H}istorical Trends and Current Practices ...
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A New Dataset for Natural Language Inference from Code-mixed Conversations ...
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The State and Fate of Linguistic Diversity and Inclusion in the NLP World ...
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Phone Merging for Code-switched Speech Recognition
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In: Third Workshop on Computational Approaches to Linguistic Code-switching ; https://hal.inria.fr/hal-01800466 ; Third Workshop on Computational Approaches to Linguistic Code-switching, collocated with ACL 2018 Jul 2018, Melbourne, Australia (2018)
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Is this word borrowed? An automatic approach to quantify the likeliness of borrowing in social media ...
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