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HotpotQA: multi-hop questions with supporting sentences

Contribution grade

Multi-document question answering · Evaluation resource design

Reference score130,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

Collected Wikipedia paragraph-pair questions through bridge entities and entity comparisons, with sentence-level supporting-fact annotations to evaluate both answers and evidence selection.

Scientific scope

Collected Wikipedia paragraph-pair questions through bridge entities and entity comparisons, with sentence-level supporting-fact annotations to evaluate both answers and evidence selection. Bridge and comparison construction encourages multi-hop use but does not prove every question requires a particular reasoning chain. Supporting-fact labels are supervision, not a guarantee of causally faithful model explanations. Historical benchmark results are not current rankings.

Evidence

The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Bridge and comparison construction encourages multi-hop use but does not prove every question requires a particular reasoning chain. Supporting-fact labels are supervision, not a guarantee of causally faithful model explanations. Historical benchmark results are not current rankings.

Contributors

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

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