Question Answering Models

method ID: questionansweringmodels

Related Papers

Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

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 …...

31364

DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

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 …...

38182