Research

Papers for “question answering”

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

Title	Authors	Year	Source
Multi-Instance Learning for End-to-End Knowledge Base Question Answering	Mengxi Wei, Yifan He, Qiong Zhang	2019	arxiv 1903.02652
COREVQA: A Crowd Observation and Reasoning Entailment Visual Question Answering Benchmark	Ishant Chintapatla, Kazuma Choji, Naaisha Agarwal	2025	arxiv 2507.13405
MM-Prompt: Cross-Modal Prompt Tuning for Continual Visual Question Answering	Xu Li, Fan Lyu	2025	arxiv 2505.19455
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering	Srinivas Ravishankar, June Thai, Ibrahim Abdelaziz	2021	arxiv 2111.05825
AraHealthQA 2025: The First Shared Task on Arabic Health Question Answering	Hassan Alhuzali, Walid Al-Eisawi, Muhammad Abdul-Mageed	2025	arxiv 2508.20047
Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering	Yongho Song, Dahyun Lee, Myungha Jang	2023	arxiv 2304.03031
QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering	Sheng Ouyang, Jianzong Wang, Yong Zhang	2024	arxiv 2404.19316
Conformal Prediction with Large Language Models for Multi-Choice Question Answering	Bhawesh Kumar, Charlie Lu, Gauri Gupta	2023	arxiv 2305.18404
LoRE: Logit-Ranked Retriever Ensemble for Enhancing Open-Domain Question Answering	Saikrishna Sanniboina, Shiv Trivedi, Sreenidhi Vijayaraghavan	2024	arxiv 2410.10042
GermanQuAD and GermanDPR: Improving Non-English Question Answering and Passage Retrieval	Timo Möller, Julian Risch, Malte Pietsch	2021	arxiv 2104.12741
Skipping Word: A Character-Sequential Representation based Framework for Question Answering	Lingxun Meng, Yan Li, Mengyi Liu	2016	arxiv 1609.00565
Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering	Lorena Calvo-Bartolomé, Valérie Aldana, Karla Cantarero	2025	arxiv 2510.11928
ChineseVideoBench: Benchmarking Multi-modal Large Models for Chinese Video Question Answering	Yuxiang Nie, Han Wang, Yongjie Ye	2025	arxiv 2511.18399
Question Answering models for information extraction from perovskite materials science literature	M. Sipilä, F. Mehryary, S. Pyysalo	2024	arxiv 2405.15290
Beyond Single Plots: A Benchmark for Question Answering on Multi-Charts	Azher Ahmed Efat, Seok Hwan Song, Wallapak Tavanapong	2026	arxiv 2604.21344
Towards Zero-Shot and Few-Shot Table Question Answering using GPT-3	Pragya Srivastava, Tanuja Ganu, Saikat Guha	2022	arxiv 2210.17284
Knowing Where to Look? Analysis on Attention of Visual Question Answering System	Wei Li, Zehuan Yuan, Xiangzhong Fang	2018	arxiv 1810.03821
Pregnant Questions: The Importance of Pragmatic Awareness in Maternal Health Question Answering	Neha Srikanth, Rupak Sarkar, Heran Mane	2023	arxiv 2311.09542
Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering	Hai Ye, Qizhe Xie, Hwee Tou Ng	2023	arxiv 2306.06779
GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering	Weixin Liang, Yanhao Jiang, Zixuan Liu	2021	arxiv 2104.10283

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