Research

Papers for “question answering”

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

Title	Authors	Year	Source
Asking questions on handwritten document collections	Minesh Mathew, Lluis Gomez, Dimosthenis Karatzas	2021	arxiv 2110.00711
Perhaps PTLMs Should Go to School -- A Task to Assess Open Book and Closed Book QA	Manuel R. Ciosici, Joe Cecil, Alex Hedges	2021	arxiv 2110.01552
TempoQR: Temporal Question Reasoning over Knowledge Graphs	Costas Mavromatis, Prasanna Lakkur Subramanyam, Vassilis N. Ioannidis	2021	arxiv 2112.05785
In Situ Answer Sentence Selection at Web-scale	Zeyu Zhang, Thuy Vu, Alessandro Moschitti	2022	arxiv 2201.05984
Shallow Robustness, Deep Vulnerabilities: Multi-Turn Evaluation of Medical LLMs	Blazej Manczak, Eric Lin, Francisco Eiras	2025	arxiv 2510.12255
BanditRank: Learning to Rank Using Contextual Bandits	Phanideep Gampa, Sumio Fujita	2019	arxiv 1910.10410
Dynamic Task and Weight Prioritization Curriculum Learning for Multimodal Imagery	Huseyin Fuat Alsan, Taner Arsan	2023	arxiv 2310.19109
Slot-VLM: SlowFast Slots for Video-Language Modeling	Jiaqi Xu, Cuiling Lan, Wenxuan Xie	2024	arxiv 2402.13088
Enhanced Electronic Health Records Text Summarization Using Large Language Models	Ruvarashe Madzime, Clement Nyirenda	2024	arxiv 2410.09628
Veagle: Advancements in Multimodal Representation Learning	Rajat Chawla, Arkajit Datta, Tushar Verma	2024	arxiv 2403.08773
Sensor2Text: Enabling Natural Language Interactions for Daily Activity Tracking Using Wearable Sensors	Wenqiang Chen, Jiaxuan Cheng, Leyao Wang	2024	arxiv 2410.20034
MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions	Yekun Chai, Haoran Sun, Huang Fang	2024	arxiv 2410.02743
Can Large Language Models Unveil the Mysteries? An Exploration of Their Ability to Unlock Information in Complex Scenarios	Chao Wang, Luning Zhang, Zheng Wang	2025	arxiv 2502.19973
CoLoTa: A Dataset for Entity-based Commonsense Reasoning over Long-Tail Knowledge	Armin Toroghi, Willis Guo, Scott Sanner	2025	arxiv 2504.14462
MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling	Jiaqi Xu, Bo Liu, Yunkuo Chen	2023	arxiv 2303.05707
SALMONN: Towards Generic Hearing Abilities for Large Language Models	Changli Tang, Wenyi Yu, Guangzhi Sun	2023	arxiv 2310.13289
TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding	Bozhi Luan, Hao Feng, Hong Chen	2024	arxiv 2404.09797
Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents	Renxi Wang, Haonan Li, Xudong Han	2024	arxiv 2402.11651
A Framework for Inference Inspired by Human Memory Mechanisms	Xiangyu Zeng, Jie Lin, Piao Hu	2023	arxiv 2310.09297
Wings: Learning Multimodal LLMs without Text-only Forgetting	Yi-Kai Zhang, Shiyin Lu, Yang Li	2024	arxiv 2406.03496

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