
Maqola sun'iy intellekt gallyutsinatsiyalarini bartaraf etish muammosini kam resursli lingvistik muhit — o'zbek tili konteksti misolida tahlil qiladi. Tadqiqotning dolzarbligi shundaki, gallyutsinatsiyani kamaytirish bo'yicha mavjud usullarning aksariyati ingliz tilida ishlab chiqilgan va sinovdan o'tkazilgan, ularning boshqa tillarga o'tkazilishi esa avtomatik emas. Maqolada ko'p tilli gallyutsinatsiya bo'yicha bir-biriga zid empirik ma'lumotlar tanqidiy tahlil qilinadi va bu ziddiyat metrikalar hamda abstensiya xulq-atvorining farqi bilan izohlanadi. Amaliy natija sifatida beshta komponentdan iborat pragmatik rol protokoli taklif etiladi. Protokolning cheklovlari va joriy etishdan oldin bajarilishi zarur bo'lgan validatsiya shartlari ochiq qayd etiladi.
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
