Research

Papers for “question answering”

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

Title	Authors	Year	Source
Disagreement-Based Cross-Model Routing for Implicit Video Question Answering	Durga Sandeep Saluru	2026	arxiv 2606.14723
A General FOFE-net Framework for Simple and Effective Question Answering over Knowledge Bases	Dekun Wu, Nana Nosirova, Hui Jiang	2019	arxiv 1903.12356
Look before you Hop: Conversational Question Answering over Knowledge Graphs Using Judicious Context Expansion	Philipp Christmann, Rishiraj Saha Roy, Abdalghani Abujabal	2019	arxiv 1910.03262
Beyond Independent Passages: Adaptive Passage Combination Retrieval for Retrieval Augmented Open-Domain Question Answering	Ting-Wen Ko, Jyun-Yu Jiang, Pu-Jen Cheng	2025	arxiv 2507.04069
Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering	Runxuan Liu, Bei Luo, Jiaqi Li	2025	arxiv 2502.11491
Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base	Yongrui Chen, Huiying Li, Yuncheng Hua	2021	arxiv 2109.03614
VQA-MHUG: A Gaze Dataset to Study Multimodal Neural Attention in Visual Question Answering	Ekta Sood, Fabian Kögel, Florian Strohm	2021	arxiv 2109.13116
Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey	Md Mehrab Tanjim, Yeonjun In, Xiang Chen	2025	arxiv 2505.12543
From text to multimodal: a survey of adversarial example generation in question answering systems	Gulsum Yigit, Mehmet Fatih Amasyali	2023	arxiv 2312.16156
Few-Shot Image Classification and Segmentation as Visual Question Answering Using Vision-Language Models	Tian Meng, Yang Tao, Ruilin Lyu	2024	arxiv 2403.10287
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models	Wolfgang Otto, Sharmila Upadhyaya, Stefan Dietze	2024	arxiv 2404.05587
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question Answering	Hiba Maryam, Ling Fu, Jiajun Song	2024	arxiv 2405.12533
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases	Donghan Yu, Sheng Zhang, Patrick Ng	2022	arxiv 2210.00063
IslamicPCQA: A Dataset for Persian Multi-hop Complex Question Answering in Islamic Text Resources	Arash Ghafouri, Hasan Naderi, Mohammad Aghajani asl	2023	arxiv 2304.11664
Towards Escaping from Language Bias and OCR Error: Semantics-Centered Text Visual Question Answering	Chengyang Fang, Gangyan Zeng, Yu Zhou	2022	arxiv 2203.12929
RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable Questions	Prayushi Faldu, Indrajit Bhattacharya, Mausam	2024	arxiv 2403.10849
Cross-Modal Self-Attention with Multi-Task Pre-Training for Medical Visual Question Answering	Haifan Gong, Guanqi Chen, Sishuo Liu	2021	arxiv 2105.00136
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering	Yingqi Qu, Yuchen Ding, Jing Liu	2020	arxiv 2010.08191
Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling	Hsin-Ying Lee, Hung-Ting Su, Bing-Chen Tsai	2022	arxiv 2210.03941
Evaluation of medium-large Language Models at zero-shot closed book generative question answering	René Peinl, Johannes Wirth	2023	arxiv 2305.11991

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