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Research

Papers for “question answering”

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

TitleAuthorsYearSource
SCORE: Specificity, Context Utilization, Robustness, and Relevance for Reference-Free LLM EvaluationHomaira Huda Shomee, Rochana Chaturvedi, Yangxinyu Xie2026arxiv 2602.10017
Birdie: Advancing State Space Models with Reward-Driven Objectives and CurriculaSam Blouir, Jimmy T.H. Smith, Antonios Anastasopoulos2024arxiv 2411.01030
LLaVA-CoT: Let Vision Language Models Reason Step-by-StepGuowei Xu, Peng Jin, Ziang Wu2024arxiv 2411.10440
BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical TasksKai Zhang, Rong Zhou, Eashan Adhikarla2023arxiv 2305.17100
XMainframe: A Large Language Model for Mainframe ModernizationAnh T. V. Dau, Hieu Trung Dao, Anh Tuan Nguyen2024arxiv 2408.04660
Empowering RepoQA-Agent based on Reinforcement Learning Driven by Monte-carlo Tree SearchGuochang Li, Yuchen Liu, Zhen Qin2025arxiv 2510.26287
Retrieval Improvements Do Not Guarantee Better Answers: A Study of RAG for AI Policy QASaahil Mathur, Ryan David Rittner, Vedant Ajit Thakur2026arxiv 2603.24580
SpatiaLQA: A Benchmark for Evaluating Spatial Logical Reasoning in Vision-Language ModelsYuechen Xie, Xiaoyan Zhang, Yicheng Shan2026arxiv 2602.20901
Agentic Code ReasoningShubham Ugare, Satish Chandra2026arxiv 2603.01896
Causal-Audit: Explicit and Auditable Graph-based Reasoning via Target-Aware Causal Chain ConstructionSu Lan, Xuefei Yin, Yanming Zhu2026arxiv 2607.15281
GAMA: A General Anonymizing Multi-Agent System for Privacy Preservation Enhanced by Domain Rules and Disproof MechanismHailong Yang, Renhuo Zhao, Guanjin Wang2025arxiv 2509.10018
Taming a Retrieval Framework to Read Images in Humanlike Manner for Augmenting Generation of MLLMsSuyang Xi, Chenxi Yang, Hong Ding2025arxiv 2510.10426
MIMO: A medical vision language model with visual referring multimodal input and pixel grounding multimodal outputYanyuan Chen, Dexuan Xu, Yu Huang2025arxiv 2510.10011
VTimeCoT: Thinking by Drawing for Video Temporal Grounding and ReasoningJinglei Zhang, Yuanfan Guo, Rolandos Alexandros Potamias2025arxiv 2510.14672
Clinical QA 2.0: Multi-Task Learning for Answer Extraction and CategorizationPriyaranjan Pattnayak, Hitesh Laxmichand Patel, Amit Agarwal2025arxiv 2502.13108
Feedback-Driven Vision-Language Alignment with Minimal Human SupervisionGiorgio Giannone, Ruoteng Li, Qianli Feng2025arxiv 2501.04568
Temporal Chain of Thought: Long-Video Understanding by Thinking in FramesAnurag Arnab, Ahmet Iscen, Mathilde Caron2025arxiv 2507.02001
Beyond Long Context: When Semantics Matter More than TokensTarun Kumar Chawdhury, Jon D. Duke2025arxiv 2510.25816
Med-VCD: Mitigating Hallucination for Medical Large Vision Language Models through Visual Contrastive DecodingZahra Mahdavi, Zahra Khodakaramimaghsoud, Hooman Khaloo2025arxiv 2512.01922
CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality EvaluationYexing Du, Kaiyuan Liu, Youcheng Pan2025arxiv 2508.07295