Kediska Xallinta Muhiimka ah

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

1. When grouping Maria and she in Maria said she was tired, what identity relationship does coreference resolution investigate?
   • Whether the two mentions refer to the same entity
   • Whether the passage must be translated first
   • Whether both words have the same spelling
   • Whether the sentence has exactly two punctuation marks
2. Linking a pronoun to an earlier expression for the same referent is a familiar example of which relation?
   • Document-level sentiment classification
   • Qaybta sawirka
   • Pronominal anaphora
   • Alphabetical token sorting
3. Waa maxay sababta weedha "Koobku kuma haboona shandada sababtoo ah aad buu u weynaa" kiis adag oo caadi ah (a Winograd schema)?
   • Waxa ku jira khalad higaada
   • Wax magac-u-yaal ah haba yaraatee ma laha
   • Waxay ku qoran tahay cod dadban
   • Go'aaminta "waxa" loola jeedaa waxay u baahan tahay aqoonta dhabta ah ee aduunka, maaha kaliya naxwaha
4. Waa maxay sababta xallinta xuddunta ay muhiim ugu tahay hawlaha sida koobitaanka iyo ka jawaabista su'aalaha?
   • Waxay ka dhigaysaa farta qoraalka mid weyn
   • Khalad meesha uu kelmad tilmaamayo waxay keentaa wax-soo-saar khaldan ama jahawareer
   • Waxa ay dadajisaa wadida adag ee kumbiyuutarka
   • Maansada uun bay anfacaysaa
5. How do influential span-ranking coreference models construct mention links?
   • By requiring all names to be alphabetically adjacent
   • By deleting every pronoun before analyzing identity
   • By scoring candidate mentions and potential earlier antecedents
   • By assigning every span the same database record
6. Which information can provide cues for a coreference model without guaranteeing a correct link?
   • Mention distance, grammatical agreement, and contextual information
   • Text color alone
   • The speed at which the user typed
   • A requirement that occupation stereotypes determine gender
7. What extra step distinguishes entity linking from grouping coreferent mentions inside a document?
   • Counting how many pronouns appear without resolving them
   • Associating a mention with a disambiguated external knowledge-base entry
   • Changing every mention to uppercase
   • Requiring every mention to be a different entity
8. What does WinoBias examine through occupation-based, Winograd-style pronoun examples?
   • The screen resolution used to display occupations
   • A guarantee that every occupation has one gender
   • The file size of every trained model
   • Differences between pro-stereotypical and anti-stereotypical coreference performance