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Papers for “question answering”

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

TitleAuthorsYearSource
EEE-QA: Exploring Effective and Efficient Question-Answer RepresentationsZhanghao Hu, Yijun Yang, Junjie Xu2024arxiv 2403.02176
Evaluation of ChatGPT Family of Models for Biomedical Reasoning and ClassificationShan Chen, Yingya Li, Sheng Lu2023arxiv 2304.02496
Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context LearningJianing Wang, Chengyu Wang, Chuanqi Tan2023arxiv 2309.14771
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language ModelsYuyan Chen, Qiang Fu, Yichen Yuan2024arxiv 2407.04121
Contextual Object Detection with Multimodal Large Language ModelsYuhang Zang, Wei Li, Jun Han2023arxiv 2305.18279
PCQPR: Proactive Conversational Question Planning with ReflectionShasha Guo, Lizi Liao, Jing Zhang2024arxiv 2410.01363
Diversify, Rationalize, and Combine: Ensembling Multiple QA Strategies for Zero-shot Knowledge-based VQAMiaoyu Li, Haoxin Li, Zilin Du2024arxiv 2406.12746
MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent CollaborationDavid Wan, Justin Chih-Yao Chen, Elias Stengel-Eskin2025arxiv 2503.15272
AdaCM$^2$: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory ReductionYuanbin Man, Ying Huang, Chengming Zhang2024arxiv 2411.12593
Video Flow as Time Series: Discovering Temporal Consistency and Variability for VideoQAZijie Song, Zhenzhen Hu, Yixiao Ma2025arxiv 2504.05783
NoTeS-Bank: Benchmarking Neural Transcription and Search for Scientific Notes UnderstandingAniket Pal, Sanket Biswas, Alloy Das2025arxiv 2504.09249
VDocRAG: Retrieval-Augmented Generation over Visually-Rich DocumentsRyota Tanaka, Taichi Iki, Taku Hasegawa2025arxiv 2504.09795
Language Fusion for Parameter-Efficient Cross-lingual TransferPhilipp Borchert, Ivan Vulić, Marie-Francine Moens2025arxiv 2501.06892
Improved Baselines for Data-efficient Perceptual Augmentation of LLMsThéophane Vallaeys, Mustafa Shukor, Matthieu Cord2024arxiv 2403.13499
How Robust are the Tabular QA Models for Scientific Tables? A Study using Customized DatasetAkash Ghosh, B Venkata Sahith, Niloy Ganguly2024arxiv 2404.00401
SkillQG: Learning to Generate Question for Reading Comprehension AssessmentXiaoqiang Wang, Bang Liu, Siliang Tang2023arxiv 2305.04737
Compositionality as Lexical SymmetryEkin Akyürek, Jacob Andreas2022arxiv 2201.12926
LLoCO: Learning Long Contexts OfflineSijun Tan, Xiuyu Li, Shishir Patil2024arxiv 2404.07979
Right this way: Can VLMs Guide Us to See More to Answer Questions?Li Liu, Diji Yang, Sijia Zhong2024arxiv 2411.00394
An Empirical Evaluation of Large Language Models on Consumer Health QuestionsMoaiz Abrar, Yusuf Sermet, Ibrahim Demir2024arxiv 2501.00208