Research

Papers for “question answering”

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

Title	Authors	Year	Source
Multi-stage Clarification in Conversational AI: The case of Question-Answering Dialogue Systems	Hadrien Lautraite, Nada Naji, Louis Marceau	2021	arxiv 2110.15235
UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs' Memorization	Md Nayem Uddin, Amir Saeidi, Divij Handa	2024	arxiv 2407.03525
Social Bias in Popular Question-Answering Benchmarks	Angelie Kraft, Judith Simon, Sonja Schimmler	2025	arxiv 2505.15553
A Study of BERT for Non-Factoid Question-Answering under Passage Length Constraints	Yosi Mass, Haggai Roitman, Shai Erera	2019	arxiv 1908.06780
A Simple LLM Framework for Long-Range Video Question-Answering	Ce Zhang, Taixi Lu, Md Mohaiminul Islam	2023	arxiv 2312.17235
MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages	Gokul Karthik Kumar, Abhishek Singh Gehlot, Sahal Shaji Mullappilly	2022	arxiv 2204.05814
ITUNLP at SemEval-2025 Task 8: Question-Answering over Tabular Data: A Zero-Shot Approach using LLM-Driven Code Generation	Atakan Site, Emre Hakan Erdemir, Gülşen Eryiğit	2025	arxiv 2508.00762
Leveraging Chain of Thought towards Empathetic Spoken Dialogue without Corresponding Question-Answering Data	Jingran Xie, Shun Lei, Yue Yu	2025	arxiv 2501.10937
Efficient Multimodal Planning Agent for Visual Question-Answering	Zhuo Chen, Xinyu Geng, Xinyu Wang	2026	arxiv 2601.20676
Neural Contextual Conversation Learning with Labeled Question-Answering Pairs	Kun Xiong, Anqi Cui, Zefeng Zhang	2016	arxiv 1607.05809
StreamKV: Streaming Video Question-Answering with Segment-based KV Cache Retrieval and Compression	Yilong Chen, Xiang Bai, Zhibin Wang	2025	arxiv 2511.07278
Conversational Answer Generation and Factuality for Reading Comprehension Question-Answering	Stan Peshterliev, Barlas Oguz, Debojeet Chatterjee	2021	arxiv 2103.06500
70B-parameter large language models in Japanese medical question-answering	Issey Sukeda, Risa Kishikawa, Satoshi Kodera	2024	arxiv 2406.14882
Predicting Question-Answering Performance of Large Language Models through Semantic Consistency	Ella Rabinovich, Samuel Ackerman, Orna Raz	2023	arxiv 2311.01152
Prosody Modifications for Question-Answering in Voice-Only Settings	Aleksandr Chuklin, Aliaksei Severyn, Johanne Trippas	2018	arxiv 1806.03957
Quebec Automobile Insurance Question-Answering With Retrieval-Augmented Generation	David Beauchemin, Zachary Gagnon, Ricahrd Khoury	2024	arxiv 2410.09623
Fine-Tuning LLMs for Reliable Medical Question-Answering Services	Ali Anaissi, Ali Braytee, Junaid Akram	2024	arxiv 2410.16088
Zero-Shot Complex Question-Answering on Long Scientific Documents	Wanting Wang	2025	arxiv 2503.02695
GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering	Dhaval Taunk, Lakshya Khanna, Pavan Kandru	2023	arxiv 2303.12320
Question-Answering with Grammatically-Interpretable Representations	Hamid Palangi, Paul Smolensky, Xiaodong He	2017	arxiv 1705.08432

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