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TriviaQA: multi-document distant supervision for reading comprehension

Paired independently collected trivia question-answer pairs with automatically retrieved Wikipedia and web evidence, enabling multi-document reading-comprehension training under distant supervision.

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Paired independently collected trivia question-answer pairs with automatically retrieved Wikipedia and web evidence, enabling multi-document reading-comprehension training under distant supervision.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

Presence of the answer string is the training heuristic, not proof that each retrieved document entails the answer. Question-answer pairs and question-evidence triples have different counts. Verified and unverified settings must not be silently combined.

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People and systems

Mandar Joshi; Eunsol Choi; Daniel S. Weld; Luke Zettlemoyer

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

TriviaQA: multi-document distant supervision for reading comprehension

Paired independently collected trivia question-answer pairs with automatically retrieved Wikipedia and web evidence, enabling multi-document reading-comprehension training under distant supervision.

Scientific scope

Presence of the answer string is the training heuristic, not proof that each retrieved document entails the answer. Question-answer pairs and question-evidence triples have different counts. Verified and unverified settings must not be silently combined.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Mandar Joshi; Eunsol Choi; Daniel S. Weld; Luke Zettlemoyer

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources