Research

Papers for “question answering”

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

Title	Authors	Year	Source
Decision Knowledge Graphs: Construction of and Usage in Question Answering for Clinical Practice Guidelines	Vasudhan Varma Kandula, Pushpak Bhattacharyya	2023	arxiv 2308.02984
Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts	Deepanway Ghosal, Navonil Majumder, Roy Ka-Wei Lee	2023	arxiv 2310.20159
Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering	Li Zhou, Kevin Small	2019	arxiv 1911.06192
Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning	Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari	2020	arxiv 2010.15875
BlendSQL: A Scalable Dialect for Unifying Hybrid Question Answering in Relational Algebra	Parker Glenn, Parag Pravin Dakle, Liang Wang	2024	arxiv 2402.17882
Knowledge Detection by Relevant Question and Image Attributes in Visual Question Answering	Param Ahir, Hiteishi Diwanji	2023	arxiv 2306.04938
Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check	Linhao Ye, Zhikai Lei, Jianghao Yin	2024	arxiv 2403.18243
Semantic-aware Dynamic Retrospective-Prospective Reasoning for Event-level Video Question Answering	Chenyang Lyu, Tianbo Ji, Yvette Graham	2023	arxiv 2305.08059
Enhancing In-Context Learning with Answer Feedback for Multi-Span Question Answering	Zixian Huang, Jiaying Zhou, Gengyang Xiao	2023	arxiv 2306.04508
Benchmarking Large Language Models for Conversational Question Answering in Multi-instructional Documents	Shiwei Wu, Chen Zhang, Yan Gao	2024	arxiv 2410.00526
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach	Zhouyu Jiang, Mengshu Sun, Lei Liang	2024	arxiv 2407.13101
Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question Answering	Vahid Kazemi, Ali Elqursh	2017	arxiv 1704.03162
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks	Endri Kacupaj, Joan Plepi, Kuldeep Singh	2021	arxiv 2104.01569
CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering	Yuren Mao, Wenyi Xu, Yuyang Qin	2025	arxiv 2505.16229
RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering	Zhuoyu Wu, Wenhui Ou, Pei-Sze Tan	2026	arxiv 2604.11229
A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases	Juan Sequeda, Dean Allemang, Bryon Jacob	2023	arxiv 2311.07509
Video as Conditional Graph Hierarchy for Multi-Granular Question Answering	Junbin Xiao, Angela Yao, Zhiyuan Liu	2021	arxiv 2112.06197
Abductive Reasoning as Self-Supervision for Common Sense Question Answering	Sathyanarayanan N. Aakur, Sudeep Sarkar	2019	arxiv 1909.03099
Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation	Max Bartolo, Tristan Thrush, Robin Jia	2021	arxiv 2104.08678
EfficientEQA: An Efficient Approach to Open-Vocabulary Embodied Question Answering	Kai Cheng, Zhengyuan Li, Xingpeng Sun	2024	arxiv 2410.20263

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