LongFormQuestionAnswering
Related Papers
Hurdles to Progress in Long-form Question Answering
AbstractThe task of long-form question answering (LFQA) involves retrieving documents relevant to a given question and using them to generate a paragraph-length answer. While many models have recently been proposed …...
Modeling Exemplification in Long-form Question Answering via Retrieval
AbstractExemplification is a process by which writers explain or clarify a concept by providing an example. While common in all forms of writing, exemplification is particularly useful in the task …...
Read before Generate! Faithful Long Form Question Answering with Machine Reading
AbstractLong-form question answering (LFQA) aims to generate a paragraph-length answer for a given question. While current work on LFQA using large pre-trained model for generation are effective at producing fluent …...
A Critical Evaluation of Evaluations for Long-form Question Answering
AbstractLong-form question answering (LFQA) enables answering a wide range of questions, but its flexibility poses enormous challenges for evaluation. We perform the first targeted study of the evaluation of long-form …...
WebCPM: Interactive Web Search for Chinese Long-form Question Answering
AbstractLong-form question answering (LFQA) aims at answering complex, open-ended questions with detailed, paragraph-length responses. The de facto paradigm of LFQA necessitates two procedures: information retrieval, which searches for relevant supporting …...