Maswali ya Kujaza Slot na Kugundua Nia

Majibu na maelezo huonekana unapojibu maswali.

1. Kuna tofauti gani kati ya kugundua nia na kujaza yanayopangwa?
   • Nia hupata lengo la jumla; inafaa dondoo maadili maalum undani
   • Ni majina mawili kwa kazi moja
   • Kusudi huondoa maadili; inafaa kuainisha lengo
   • Nafasi hushughulikia maandishi ya sauti na dhamira
2. Katika 'Hifadhi safari ya ndege kutoka Boston hadi Denver,' nia gani?
   • Boston
   • kitabu_ndege
   • Denver
   • marudio
3. Kwa nini ujazo wa yanayopangwa mara nyingi hutungwa kama uwekaji lebo za BIO?
   • Ili kuhesabu idadi ya maneno
   • Ili kutafsiri sentensi kwanza
   • Ili kunasa thamani za nafasi za maneno mengi kwa usahihi
   • Ili kugundua hisia za mzungumzaji
4. Kwa nini mifumo ya kisasa hufunza utambuzi wa nia na ujazaji wa yanayopangwa kwa pamoja?
   • Inatakiwa na sheria
   • Mafunzo ya pamoja yanatumia umeme kidogo
   • Nafasi haziwezi kukokotwa vinginevyo
   • Kazi zimeunganishwa vizuri na hushiriki ishara muhimu
5. Je, safu ya CRF inaweza kuchukua jukumu gani juu ya lebo za yanayopangwa?
   • Inatekeleza mpangilio halali wa lebo kati ya tokeni
   • Inatambua lebo ya dhamira
   • Inatafsiri usemi
   • Inapunguza ukubwa wa mfano
6. How can a large language model produce an intent-and-slot result?
   • By eliminating user input
   • By generating structured output such as schema-constrained JSON, with validation still required
   • By using only single-word commands
   • By removing the concepts of intent and slot
7. What domain does the ATIS benchmark focus on?
   • Music source separation
   • Uchoraji wa picha
   • Airline travel information and flight requests
   • Robot navigation
8. In a multi-turn dialogue, why might a slot-filling system need prior turns?
   • Earlier turns remove the need to identify an intent
   • Slot values can only appear in the first sentence
   • Prior context changes the tokenizer vocabulary
   • A follow-up may omit a value type that earlier context supplies