Maswali ya Lematization na Shina

Majibu na maelezo huonekana unapojibu maswali.

1. Je! ni tofauti gani kuu kati ya kusimamisha na kuhalalisha?
   • Stemming hutumia kanuni chafu za kunyanyua kiambishi tamati, huku uhalalishaji unaonyesha maneno kwa miundo halisi ya msingi wa kamusi.
   • Stemming hutumia kamusi; lemmatization hutumia sheria
   • Ni michakato inayofanana
   • Stemming hufanya kazi kwa nambari tu
2. Je, pato la shina la Porter la neno 'masomo' linaweza kuwa nini?
   • kusoma
   • soma
   • alisoma
   • mwanafunzi
3. When 'better' is used as a comparative adjective, which lemma may a lemmatizer return?
   • Betterness
   • Bet
   • Good
   • Wellness
4. Kwa nini lemmatizer mara nyingi huhitaji maelezo ya sehemu ya hotuba?
   • Ili kuhesabu barua
   • Ili kutafsiri neno
   • Kuandika neno kwa herufi kubwa
   • Ili kuchagua lema sahihi, kwa kuwa tahajia sawa inaweza kuwa nomino au kitenzi
5. Je, ni lipi ambalo kwa ujumla ni la UKWELI kuhusu kuhitimisha ikilinganishwa na uhalalishaji?
   • Kuweka shina ni haraka lakini sahihi kidogo
   • Stemming ni polepole na sahihi zaidi
   • Stemming daima hutoa maneno ya kamusi
   • Stemming inahitaji WordNet
6. Je, mbinu zote mbili hushiriki manufaa gani ya kiutendaji?
   • Wanatafsiri maandishi
   • Hupunguza saizi ya msamiati kwa kuunganisha lahaja za maneno
   • Wanaongeza maneno mapya
   • Wanasimba maandishi kwa njia fiche
7. What does byte-pair encoding do when constructing subword units?
   • It strips every suffix using a fixed Porter rule
   • It assigns every word a single pronunciation
   • It iteratively merges frequent adjacent symbols into larger units
   • It replaces all tokens with part-of-speech labels
8. Why should stemming or lemmatization tools be checked separately for different languages?
   • Every language uses the same suffix rules
   • Lemmatizers can process only English verbs
   • Stemming produces identical output for every script
   • Morphology and useful normalization rules vary by language