Question Answering Models
method
ID: questionansweringmodels
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Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence
AbstractQuestion answering models can use rich knowledge sources — up to one hundred retrieved passages and parametric knowledge in the large-scale language model (LM). Prior work assumes information in such …...
DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering
AbstractQuestion answering models commonly have access to two sources of “knowledge” during inference time: (1) parametric knowledge - the factual knowledge encoded in the model weights, and (2) contextual knowledge …...