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Research

Papers for “question answering”

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

TitleAuthorsYearSource
Learning to Model and Ignore Dataset Bias with Mixed Capacity EnsemblesChristopher Clark, Mark Yatskar, Luke Zettlemoyer2020arxiv 2011.03856
REALM: Retrieval-Augmented Language Model Pre-TrainingKelvin Guu, Kenton Lee, Zora Tung2020arxiv 2002.08909
Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked DataChristopher Lee Lübbers2025arxiv 2506.02018
CourseGPT-zh: an Educational Large Language Model Based on Knowledge Distillation Incorporating Prompt OptimizationZheyan Qu, Lu Yin, Zitong Yu2024arxiv 2405.04781
Hawk: Learning to Understand Open-World Video AnomaliesJiaqi Tang, Hao Lu, Ruizheng Wu2024arxiv 2405.16886
Grounded Multi-Hop VideoQA in Long-Form Egocentric VideosQirui Chen, Shangzhe Di, Weidi Xie2024arxiv 2408.14469
ProtT3: Protein-to-Text Generation for Text-based Protein UnderstandingZhiyuan Liu, An Zhang, Hao Fei2024arxiv 2405.12564
The Curious Case of Factual (Mis)Alignment between LLMs' Short- and Long-Form AnswersSaad Obaid ul Islam, Anne Lauscher, Goran Glavaš2025arxiv 2510.11218
Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language ModelsMd. Atabuzzaman, Ali Asgarov, Chris Thomas2025arxiv 2509.16805
Few-Shot Upsampling for Protest Size DetectionAndrew Halterman, Benjamin J. Radford2021arxiv 2105.11260
Ask to Learn: A Study on Curiosity-driven Question GenerationThomas Scialom, Jacopo Staiano2019arxiv 1911.03350
STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-trainingWeihong Zhong, Mao Zheng, Duyu Tang2023arxiv 2302.09736
Fine-tuning Transformer-based Encoder for Turkish Language Understanding TasksSavas Yildirim2024arxiv 2401.17396
OneEncoder: A Lightweight Framework for Progressive Alignment of ModalitiesBilal Faye, Hanane Azzag, Mustapha Lebbah2024arxiv 2409.11059
CKBP v2: Better Annotation and Reasoning for Commonsense Knowledge Base PopulationTianqing Fang, Quyet V. Do, Zihao Zheng2023arxiv 2304.10392
MoEMoE: Question Guided Dense and Scalable Sparse Mixture-of-Expert for Multi-source Multi-modal AnsweringVinay Kumar Verma, Shreyas Sunil Kulkarni, Happy Mittal2025arxiv 2503.06296
Lost in Time: A New Temporal Benchmark for VideoLLMsDaniel Cores, Michael Dorkenwald, Manuel Mucientes2024arxiv 2410.07752
Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical TasksLing Luo, Jinzhong Ning, Yingwen Zhao2023arxiv 2311.11608
A novel interface for adversarial trivia question-writingJason Liu2024arxiv 2404.00011
Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language ModelsReka Team: Aitor Ormazabal, Che Zheng, Cyprien de Masson d'Autume2024arxiv 2404.12387