In-context ability transfer for question decomposition in complex qa
Answering complex questions is a challenging task that requires question decomposition
and multistep reasoning for arriving at the solution. While existing supervised and
unsupervised approaches are specialized to a certain task and involve training, recently
proposed prompt-based approaches offer generalizable solutions to tackle a wide variety of
complex question-answering (QA) tasks. However, existing prompt-based approaches that
are effective for complex QA tasks involve expensive hand annotations from experts in the …
and multistep reasoning for arriving at the solution. While existing supervised and
unsupervised approaches are specialized to a certain task and involve training, recently
proposed prompt-based approaches offer generalizable solutions to tackle a wide variety of
complex question-answering (QA) tasks. However, existing prompt-based approaches that
are effective for complex QA tasks involve expensive hand annotations from experts in the …
In-Context Ability Transfer for Question Decomposition in Complex QA
S Bhattacharya, A Anand - arXiv preprint arXiv:2310.18371, 2023 - arxiv.org
Answering complex questions is a challenging task that requires question decomposition
and multistep reasoning for arriving at the solution. While existing supervised and
unsupervised approaches are specialized to a certain task and involve training, recently
proposed prompt-based approaches offer generalizable solutions to tackle a wide variety of
complex question-answering (QA) tasks. However, existing prompt-based approaches that
are effective for complex QA tasks involve expensive hand annotations from experts in the …
and multistep reasoning for arriving at the solution. While existing supervised and
unsupervised approaches are specialized to a certain task and involve training, recently
proposed prompt-based approaches offer generalizable solutions to tackle a wide variety of
complex question-answering (QA) tasks. However, existing prompt-based approaches that
are effective for complex QA tasks involve expensive hand annotations from experts in the …
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