Research

Papers for “question answering”

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

Title	Authors	Year	Source
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering	Shuohang Wang, Mo Yu, Jing Jiang	2017	arxiv 1711.05116
Question Answering as an Automatic Evaluation Metric for News Article Summarization	Matan Eyal, Tal Baumel, Michael Elhadad	2019	arxiv 1906.00318
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation	Yinfei Yang, Ning Jin, Kuo Lin	2020	arxiv 2009.13815
Text-to-SQL Generation for Question Answering on Electronic Medical Records	Ping Wang, Tian Shi, Chandan K. Reddy	2019	arxiv 1908.01839
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering	Siyuan Wang, Zhongyu Wei, Zhihao Fan	2022	arxiv 2208.10297
Cin\'{e}aste: A Fine-grained Contextual Movie Question Answering Benchmark	Nisarg A. Shah, Amir Ziai, Chaitanya Ekanadham	2025	arxiv 2509.14227
PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering	Fangzhi Xu, Qika Lin, Tianzhe Zhao	2024	arxiv 2405.19109
Fine-tuning Smaller Language Models for Question Answering over Financial Documents	Karmvir Singh Phogat, Sai Akhil Puranam, Sridhar Dasaratha	2024	arxiv 2408.12337
Evaluating Open-Source Large Language Models for Technical Telecom Question Answering	Arina Caraus, Alessio Buscemi, Sumit Kumar	2025	arxiv 2509.21949
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond	Zhecan Wang, Long Chen, Haoxuan You	2023	arxiv 2310.14670
BEnQA: A Question Answering and Reasoning Benchmark for Bengali and English	Sheikh Shafayat, H M Quamran Hasan, Minhajur Rahman Chowdhury Mahim	2024	arxiv 2403.10900
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering	Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi	2019	arxiv 1911.10470
Zero-Shot Question Answering over Financial Documents using Large Language Models	Karmvir Singh Phogat, Chetan Harsha, Sridhar Dasaratha	2023	arxiv 2311.14722
Improving Retrieval for RAG based Question Answering Models on Financial Documents	Spurthi Setty, Harsh Thakkar, Alyssa Lee	2024	arxiv 2404.07221
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering	Sungho Ko, Hyunjin Cho, Hyungjoo Chae	2024	arxiv 2403.02966
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering	Yubo Wang, Xueguang Ma, Wenhu Chen	2023	arxiv 2309.02233
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval	Wentao Ding, Jinmao Li, Liangchuan Luo	2024	arxiv 2402.02175
Transfer Learning Enhanced Single-choice Decision for Multi-choice Question Answering	Chenhao Cui, Yufan Jiang, Shuangzhi Wu	2024	arxiv 2404.17949
ChatSOS: Vector Database Augmented Generative Question Answering Assistant in Safety Engineering	Haiyang Tang, Dongping Chen, Qingzhao Chu	2024	arxiv 2405.06699
Unified Language Representation for Question Answering over Text, Tables, and Images	Bowen Yu, Cheng Fu, Haiyang Yu	2023	arxiv 2306.16762

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