{"title":"Ran Yi","description":null,"products":[{"product_id":"pouch-for-pocket-book-ran-yi-9781478868736","title":"A Pouch for Pocket","description":"A little kangaroo named Pocket can't figure out what her pouch is for. She tries putting different things in her pouch--like flowers and fish. But when she tries to put honey in her pouch, the bees disagree. 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A dire  o do crescimento do c ndilo   posterior e superior, resultando assim no deslocamento anterior da mand bula.","brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51597843431697,"sku":"","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ GARDNERS","offer_id":51597843726609,"sku":"NGR9781032916095","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52683589320977,"sku":"NLS9781032916095","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53568506200337,"sku":"NIN9781032916095","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1032916095.jpg?v=1750822577"},{"product_id":"manner-of-speech-in-legal-interpreting-book-ran-yi-9789819585892","title":"Manner of Speech in Legal Interpreting","description":"with Bartholomew Broadbent, Debra Meiburg M.W., Wes Marshall, Richard Olsen-Harbich and Patricia Chapman, J.D., L.L.M. 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The book develops a computational framework for evaluating fairness in AI-mediated institutional communication. \u003c\/p\u003e\n\u003cp\u003eThe book introduces a transformer-based benchmarking architecture designed to measure communicative competence and fairness across multilingual institutional settings. Using domain-specific corpora from cross-border professional environments, it operationalises sociolinguistic indicators into measurable computational metrics.\u003c\/p\u003e\n\u003cp\u003eThrough model validation, bias analysis, and cross-lingual robustness testing, the authors demonstrate how fairness in professional communication can be evaluated beyond generic NLP benchmarks, and propose a replicable framework for integrating linguistic justice principles into AI system assessment. 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