conftrace_

multi-document question answering

7 papers

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Also known as

MD-QA

Co-occurring keywords · papers mentioning both

retrieval-augmented generation (4) large language model (2) false negative mitigation (1) set-valued retrieval (1) context formulation (1) dynamic contrastive decoding (1) knowledge amplification (1) reasoning mechanism (1) supporting evidence (1) graph traversal (1)

Papers

CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph Reasoning NAACL 2025 LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks ACL 2025 Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation EMNLP 2025 DVD: Dynamic Contrastive Decoding for Knowledge Amplification in Multi-Document Question Answering EMNLP 2024 Knowledge Graph Prompting for Multi-Document Question Answering AAAI 2024 Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA EMNLP 2024 Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization EMNLP 2021