Research

Papers for “question answering”

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

Title	Authors	Year	Source
Hop, Skip, and Overthink: Diagnosing Why Reasoning Models Fumble during Multi-Hop Analysis	Anushka Yadav, Isha Nalawade, Srujana Pillarichety	2025	arxiv 2508.04699
Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries	Yin Wu, Quanyu Long, Jing Li	2025	arxiv 2502.16636
Do LVLMs Know What They Know? A Systematic Study of Knowledge Boundary Perception in LVLMs	Zhikai Ding, Shiyu Ni, Keping Bi	2025	arxiv 2508.19111
Demo: TOSense -- What Did You Just Agree to?	Xinzhang Chen, Hassan Ali, Arash Shaghaghi	2025	arxiv 2508.00659
Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources	Alisia Lupidi, Carlos Gemmell, Nicola Cancedda	2024	arxiv 2409.08239
Neuro-symbolic Training for Reasoning over Spatial Language	Tanawan Premsri, Parisa Kordjamshidi	2024	arxiv 2406.13828
TxT: Crossmodal End-to-End Learning with Transformers	Jan-Martin O. Steitz, Jonas Pfeiffer, Iryna Gurevych	2021	arxiv 2109.04422
Does Vision-and-Language Pretraining Improve Lexical Grounding?	Tian Yun, Chen Sun, Ellie Pavlick	2021	arxiv 2109.10246
Finding Answers in Thought Matters: Revisiting Evaluation on Large Language Models with Reasoning	Hwiyeol Jo, Joosung Lee, Jaehone Lee	2025	arxiv 2510.14773
Retrieval-Augmented Generation for Reliable Interpretation of Radio Regulations	Zakaria El Kassimi, Fares Fourati, Mohamed-Slim Alouini	2025	arxiv 2509.09651
From Query to Logic: Ontology-Driven Multi-Hop Reasoning in LLMs	Haonan Bian, Yutao Qi, Rui Yang	2025	arxiv 2508.01424
Exploring Question Decomposition for Zero-Shot VQA	Zaid Khan, Vijay Kumar BG, Samuel Schulter	2023	arxiv 2310.17050
Emotion Twenty Questions Dialog System for Lexical Emotional Intelligence	Abe Kazemzadeh, Adedamola Sanusi, Huihui (Summer) Nie	2022	arxiv 2210.02400
TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding	Zhiheng Huang, Peng Xu, Davis Liang	2020	arxiv 2003.07000
Learning to Disambiguate by Asking Discriminative Questions	Yining Li, Chen Huang, Xiaoou Tang	2017	arxiv 1708.02760
ChiMDQA: Towards Comprehensive Chinese Document QA with Fine-grained Evaluation	Jing Gao, Shutiao Luo, Yumeng Liu	2025	arxiv 2511.03656
Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond	Jinze Bai, Shuai Bai, Shusheng Yang	2023	arxiv 2308.12966
NLQxform: A Language Model-based Question to SPARQL Transformer	Ruijie Wang, Zhiruo Zhang, Luca Rossetto	2023	arxiv 2311.07588
Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models	Shitian Zhao, Zhuowan Li, Yadong Lu	2023	arxiv 2312.06685
LaFFi: Leveraging Hybrid Natural Language Feedback for Fine-tuning Language Models	Qianxi Li, Yingyue Cao, Jikun Kang	2023	arxiv 2401.00907

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