Research

Papers for “question answering”

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

Title	Authors	Year	Source
EIAD: Explainable Industrial Anomaly Detection Via Multi-Modal Large Language Models	Zongyun Zhang, Jiacheng Ruan, Xian Gao	2025	arxiv 2503.14162
HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases	Meng-Chieh Lee, Qi Zhu, Costas Mavromatis	2024	arxiv 2412.16311
HAIBU-ReMUD: Reasoning Multimodal Ultrasound Dataset and Model Bridging to General Specific Domains	Shijie Wang, Yilun Zhang, Zeyu Lai	2025	arxiv 2506.07837
OpenTCM: A GraphRAG-Empowered LLM-based System for Traditional Chinese Medicine Knowledge Retrieval and Diagnosis	Jinglin He, Yunqi Guo, Lai Kwan Lam	2025	arxiv 2504.20118
PROPEX-RAG: Enhanced GraphRAG using Prompt-Driven Prompt Execution	Tejas Sarnaik, Manan Shah, Ravi Hegde	2025	arxiv 2511.01802
Advancing Multi-Agent RAG Systems with Minimalist Reinforcement Learning	Yihong Wu, Liheng Ma, Muzhi Li	2025	arxiv 2505.17086
Think Short, Defer Smart, Act, and Repeat: Calibrated Reasoning and Uncertainty-Aware Deferral for Edge LLM Agents	Amirmohammad Farzaneh, Osvaldo Simeone	2026	arxiv 2607.26865
Multi-View Relational Distillation for Spatial Reasoning with Vision-Language Models	Kiet T. Nguyen, Hanbo Shim, Jinwoo Kim	2026	arxiv 2608.10864
Enhancing Biomedical Text Summarization and Question-Answering: On the Utility of Domain-Specific Pre-Training	Dima Galat, Marian-Andrei Rizoiu	2023	arxiv 2307.04412
The Multi-Modal Video Reasoning and Analyzing Competition	Haoran Peng, He Huang, Li Xu	2021	arxiv 2108.08344
Blindness to Modality Helps Entailment Graph Mining	Liane Guillou, Sander Bijl de Vroe, Mark Johnson	2021	arxiv 2109.10227
New Methods & Metrics for LFQA tasks	Suchismit Mahapatra, Vladimir Blagojevic, Pablo Bertorello	2021	arxiv 2112.13432
Knowledge Base Relation Detection via Multi-View Matching	Yang Yu, Kazi Saidul Hasan, Mo Yu	2018	arxiv 1803.00612
Comparing Attention-based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension	Matthias Blohm, Glorianna Jagfeld, Ekta Sood	2018	arxiv 1808.08744
CounQER: A System for Discovering and Linking Count Information in Knowledge Bases	Shrestha Ghosh, Simon Razniewski, Gerhard Weikum	2020	arxiv 2005.03529
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences	David Uthus, Santiago Ontañón, Joshua Ainslie	2023	arxiv 2305.11129
Do Sentence Transformers Learn Quasi-Geospatial Concepts from General Text?	Ilya Ilyankou, Aldo Lipani, Stefano Cavazzi	2024	arxiv 2404.04169
Abduction of Domain Relationships from Data for VQA	Al Mehdi Saadat Chowdhury, Paulo Shakarian, Gerardo I. Simari	2025	arxiv 2502.09219
Continually Improving Extractive QA via Human Feedback	Ge Gao, Hung-Ting Chen, Yoav Artzi	2023	arxiv 2305.12473
Dynamic Adaptive Network Intelligence	Richard Searle, Megan Bingham-Walker	2015	arxiv 1511.06379

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