Research

Papers for “question answering”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Spiral of Silence: How is Large Language Model Killing Information Retrieval? -- A Case Study on Open Domain Question Answering	Xiaoyang Chen, Ben He, Hongyu Lin	2024	arxiv 2404.10496
SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine	Xiaochen Wang, Junqing He, Liang Chen	2024	arxiv 2410.17021
HistoriQA-ThirdRepublic: Multi-Hop Question Answering Corpus for Historical Research, Parliamentary Debates from the French Third Republic (1870-1940)	Aurélien Pellet, Julien Perez, Marie Puren	2026	arxiv 2606.31325
Leveraging Static Relationships for Intra-Type and Inter-Type Message Passing in Video Question Answering	Lili Liang, Guanglu Sun	2025	arxiv 2504.02417
A Dual-Attention Learning Network with Word and Sentence Embedding for Medical Visual Question Answering	Xiaofei Huang, Hongfang Gong	2022	arxiv 2210.00220
Self-MedRAG: a Self-Reflective Hybrid Retrieval-Augmented Generation Framework for Reliable Medical Question Answering	Jessica Ryan, Alexander I. Gumilang, Robert Wiliam	2026	arxiv 2601.04531
Semantic Flip: Synthetic OOD Generation for Robust Refusal in Embodied Question Answering and Spatial Localization	Dongbin Na, Chanwoo Kim, Giyun Choi	2026	arxiv 2606.16898
AI, Take the Wheel: What Drives Delegation and Trust in Human-Computer Cooperative Question Answering?	Maharshi Gor, Yoo Yeon Sung, Yu Hou	2026	arxiv 2605.28255
Perception First: A Frontier Native-Video Model with Self-Consistency for Implicit Video Question Answering	Ali Alavi	2026	arxiv 2606.01485
HalluTruthQA: A Fine-Grained Benchmark for Hallucination Detection, Localization, and Explanation in Arabic Question Answering	Abdessalam Bouchekif, Mohammed-En-Nadhir Zighem, Salah Eddine Bekhouche	2026	arxiv 2607.20219
Would You Ask it that Way? Measuring and Improving Question Naturalness for Knowledge Graph Question Answering	Trond Linjordet, Krisztian Balog	2022	arxiv 2205.12768
Addressing Blind Guessing: Calibration of Selection Bias in Multiple-Choice Question Answering by Video Language Models	Olga Loginova, Oleksandr Bezrukov, Ravi Shekhar	2024	arxiv 2410.14248
Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering	Yao Xu, Shizhu He, Jiabei Chen	2024	arxiv 2404.14741
Bridging the Gap between 2D and 3D Visual Question Answering: A Fusion Approach for 3D VQA	Wentao Mo, Yang Liu	2024	arxiv 2402.15933
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph	Jinhao Jiang, Kun Zhou, Wayne Xin Zhao	2023	arxiv 2401.00158
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance	Fengbin Zhu, Wenqiang Lei, Youcheng Huang	2021	arxiv 2105.07624
Joint Knowledge Base Completion and Question Answering by Combining Large Language Models and Small Language Models	Yinan Liu, Dongying Lin, Sigang Luo	2026	arxiv 2604.05875
SEARCH-R: Structured Entity-Aware Retrieval with Chain-of-Reasoning Navigator for Multi-hop Question Answering	Yuqing Fu, Yimin Deng, Wanyu Wang	2026	arxiv 2604.24515
BioHarness: Substrate-Aware Evidence Assembly for Biomedical Question Answering across Literature, Knowledge Bases, and Biological Atlases	Meng Xiao, Chuan Qin, Jinmiao Chen	2026	arxiv 2606.19396
What's the plan? Metrics for implicit planning in LLMs and their application to rhyme generation and question answering	Jim Maar, Denis Paperno, Callum Stuart McDougall	2026	arxiv 2601.20164

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