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Izacard and Grave: passage-independent encoding with decoder evidence fusion

Encoded each retrieved question-passage context independently and let one decoder attend to their concatenated representations, enabling evidence fusion across more passages without joint encoder self-attention over all contexts.

What is recorded here?

Encoded each retrieved question-passage context independently and let one decoder attend to their concatenated representations, enabling evidence fusion across more passages without joint encoder self-attention over all contexts.

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

Scientific scope

Uses inherited BM25/DPR retrieval and pretrained sequence-to-sequence models. The encoding-cost advantage does not remove decoder attention, retrieval or memory cost; more evidence need not improve every answer or prevent hallucination.

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People and systems

Gautier Izacard; Edouard Grave

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

Izacard and Grave: passage-independent encoding with decoder evidence fusion

Encoded each retrieved question-passage context independently and let one decoder attend to their concatenated representations, enabling evidence fusion across more passages without joint encoder self-attention over all contexts.

Scientific scope

Uses inherited BM25/DPR retrieval and pretrained sequence-to-sequence models. The encoding-cost advantage does not remove decoder attention, retrieval or memory cost; more evidence need not improve every answer or prevent hallucination.

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

Gautier Izacard; Edouard Grave

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