Kumvetsetsa ndikusintha maumboni amawu ndizovuta kwambiri pakuwongolera zilankhulo zachilengedwe malinga ndi othandizira a AI monga Amazon Alexa. Vutoli nthawi zambiri limaphatikizapo kugwirizanitsa matchulidwe oyenera pamafunso a ogwiritsa ntchito ndi malingaliro, mwachitsanzo, kufananiza mloΕ΅am'malo "iwo" m'mawu oti "sewerani chimbale chawo chatsopano" ndi wojambula wina wanyimbo. Akatswiri a AI ku Amazon akugwira ntchito mwakhama paukadaulo womwe ungathandize AI kuyankha zopempha zotere kudzera mukusintha ndikusintha. Chifukwa chake, pempho loti "Sewerani chimbale chawo chaposachedwa" lisinthidwa ndi "Sewerani nyimbo yaposachedwa ya Imagine Dragons." Pamenepa, mawu ofunikira kuti alowe m'malo amasankhidwa motsatira njira ya probabilistic yowerengedwa pogwiritsa ntchito makina ophunzirira.
Asayansi zotsatira zoyambira za ntchito yake pachithunzichi chokhala ndi mutu wovuta kwambiri - "Kukulitsa kutsata kwamakambirano amitundu yambiri pogwiritsa ntchito kukonzanso kwamafunso." Posachedwapa, akukonzekera kukapereka kafukufukuyu ku nthambi ya ku North America ya Association for Computational Linguistics.
"Chifukwa injini yathu yosinthira mafunso imagwiritsa ntchito mfundo zambiri zogwiritsira ntchito maulalo amalankhulidwe, sizitengera chidziwitso chilichonse chokhudza momwe idzagwiritsire ntchito, chifukwa chake sichifunika kuphunzitsidwanso tikaigwiritsa ntchito kukulitsa luso la Alexa," adatero. Arit Gupta (Arit Gupta), katswiri wa zilankhulo ku Amazon Alexa AI. Ananenanso kuti ukadaulo wawo watsopano, wotchedwa CQR (contextual query rewriting), umamasula kwathunthu kachidindo ka wothandizira mawu wamkati ku nkhawa iliyonse yokhudzana ndi maumboni pamafunso.
Choyamba, AI ββimatsimikizira zomwe zikufunsidwa: zomwe wogwiritsa ntchito akufuna kulandira kapena zomwe angachite. Pakukambirana ndi wogwiritsa ntchito, AI imayika mawu osakira, kuwasunga m'mitundu yapadera kuti agwiritse ntchito. Ngati pempho lotsatira liri ndi mawu aliwonse, AI idzayesa kuyisintha ndi mawu osungidwa komanso oyenerera, ndipo ngati izi sizili pamtima, zidzatembenukira ku dikishonale yamkati yazinthu zomwe zimagwiritsidwa ntchito kawirikawiri. , ndiyeno panganinso pempholo ndi choloΕ΅a m'malo, kuti mupereke kwa wothandizira mawu kuti aphedwe.
Monga a Gupta ndi anzawo akunenera, CQR imagwira ntchito ngati gawo lotsogolera pamawu amawu ndipo imangoyang'ana matanthauzo a mawu ophatikizika komanso ofotokozera. Poyesa gulu la data lophunzitsidwa mwapadera, CQR idawongolera kulondola kwamafunso ndi 22% pomwe ulalo womwe uli mufunso laposachedwa ukutanthauza liwu lomwe lagwiritsidwa ntchito poyankha posachedwa, ndipo ndi 25% pomwe ulalo womwe uli m'mawu apano ukutanthauza liwu. kuchokera ku mawu akale.
Source: 3dnews.ru