Research

Papers for “question answering”

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

Title	Authors	Year	Source
Retrieving Supporting Evidence for LLMs Generated Answers	Siqing Huo, Negar Arabzadeh, Charles L. A. Clarke	2023	arxiv 2306.13781
Multi-modal Situated Reasoning in 3D Scenes	Xiongkun Linghu, Jiangyong Huang, Xuesong Niu	2024	arxiv 2409.02389
Uniform Discretized Integrated Gradients: An effective attribution based method for explaining large language models	Swarnava Sinha Roy, Ayan Kundu	2024	arxiv 2412.03886
Overview of TREC 2024 Biomedical Generative Retrieval (BioGen) Track	Deepak Gupta, Dina Demner-Fushman, William Hersh	2024	arxiv 2411.18069
Tarsier2: Advancing Large Vision-Language Models from Detailed Video Description to Comprehensive Video Understanding	Liping Yuan, Jiawei Wang, Haomiao Sun	2025	arxiv 2501.07888
VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis	Chao Pang, Xingxing Weng, Jiang Wu	2024	arxiv 2403.20213
TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data	Jeremy Andrew Irvin, Emily Ruoyu Liu, Joyce Chuyi Chen	2024	arxiv 2410.06234
GT2Vec: Large Language Models as Multi-Modal Encoders for Text and Graph-Structured Data	Jiacheng Lin, Kun Qian, Haoyu Han	2024	arxiv 2410.11235
Med-RLVR: Emerging Medical Reasoning from a 3B base model via reinforcement Learning	Sheng Zhang, Qianchu Liu, Guanghui Qin	2025	arxiv 2502.19655
BPQA Dataset: Evaluating How Well Language Models Leverage Blood Pressures to Answer Biomedical Questions	Chi Hang, Ruiqi Deng, Lavender Yao Jiang	2025	arxiv 2503.04155
CTRL-O: Language-Controllable Object-Centric Visual Representation Learning	Aniket Didolkar, Andrii Zadaianchuk, Rabiul Awal	2025	arxiv 2503.21747
Reinforced Multi-task Approach for Multi-hop Question Generation	Deepak Gupta, Hardik Chauhan, Akella Ravi Tej	2020	arxiv 2004.02143
Evaluating Commonsense in Pre-trained Language Models	Xuhui Zhou, Yue Zhang, Leyang Cui	2019	arxiv 1911.11931
KILT: a Benchmark for Knowledge Intensive Language Tasks	Fabio Petroni, Aleksandra Piktus, Angela Fan	2020	arxiv 2009.02252
Unifying Vision-and-Language Tasks via Text Generation	Jaemin Cho, Jie Lei, Hao Tan	2021	arxiv 2102.02779
GPT-3 Models are Few-Shot Financial Reasoners	Raul Salles de Padua, Imran Qureshi, Mustafa U. Karakaplan	2023	arxiv 2307.13617
The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World	Weiyun Wang, Min Shi, Qingyun Li	2023	arxiv 2308.01907
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts	Shangqing Tu, Zheyuan Zhang, Jifan Yu	2023	arxiv 2308.05935
Bridging the Gap: Deciphering Tabular Data Using Large Language Model	Hengyuan Zhang, Peng Chang, Zongcheng Ji	2023	arxiv 2308.11891
Navigating the Grey Area: How Expressions of Uncertainty and Overconfidence Affect Language Models	Kaitlyn Zhou, Dan Jurafsky, Tatsunori Hashimoto	2023	arxiv 2302.13439

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