MemSum-DQA: Adapting An Efficient Long Document Extractive Summarizer for Document Question Answering
We introduce MemSum-DQA, an efficient system for document question answering (DQA)
that leverages MemSum, a long document extractive summarizer. By prefixing each text …
that leverages MemSum, a long document extractive summarizer. By prefixing each text …
Evidence-Enhanced Triplet Generation Framework for Hallucination Alleviation in Generative Question Answering
H Du, H Zhang, D Zhao - arXiv preprint arXiv:2408.15037, 2024 - arxiv.org
To address the hallucination in generative question answering (GQA) where the answer can
not be derived from the document, we propose a novel evidence-enhanced triplet …
not be derived from the document, we propose a novel evidence-enhanced triplet …
Multi-view Content-aware Indexing for Long Document Retrieval
Long document question answering (DocQA) aims to answer questions from long
documents over 10k words. They usually contain content structures such as sections, sub …
documents over 10k words. They usually contain content structures such as sections, sub …