Amanda Stephanie Liu

What Else Do I Need to Know? The Effect of Background Information on Users’ Reliance on QA Systems

NLP systems have shown impressive performance at answering questions by retrieving relevant context. However, with the increasingly large models, it is impossible and often undesirable to constrain models' knowledge or reasoning to only the retrieved context. This leads to a mismatch between the inf…