Research

Papers for “question answering”

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

Title	Authors	Year	Source
PAR3D: A Unified 3D-MLLM with Part-Aware Representation for Scene Understanding	Shaohui Dai, Yansong Qu, You Shen	2026	arxiv 2606.06485
SEMA-RAG: A Self-Evolving Multi-Agent Retrieval-Augmented Generation Framework for Medical Reasoning	Yongfeng Huang, Ruiying Chen, James Cheng	2026	arxiv 2605.17101
Navigating Gigapixel Pathology Images with Large Multimodal Models	Thomas A. Buckley, Kian R. Weihrauch, Katherine Latham	2025	arxiv 2511.19652
RoD-TAL: A Benchmark for Answering Questions in Romanian Driving License Exams	Andrei Vlad Man, Răzvan-Alexandru Smădu, Cristian-George Craciun	2025	arxiv 2507.19666
BanglaSummEval: Reference-Free Factual Consistency Evaluation for Bangla Summarization	Ahmed Rafid, Rumman Adib, Fariya Ahmed	2026	arxiv 2602.16843
AUDITA: A New Dataset to Audit Humans vs. AI Skill at Audio QA	Tasnim Kabir, Dmytro Kurdydyk, Aadi Palnitkar	2026	arxiv 2604.21766
When Surfaces Lie: Exploiting Wrinkle-Induced Attention Shift to Attack Vision-Language Models	Chengyin Hu, Xuemeng Sun, Jiaju Han	2026	arxiv 2603.27759
AURA: Always-On Understanding and Real-Time Assistance via Video Streams	Xudong Lu, Yang Bo, Jinpeng Chen	2026	arxiv 2604.04184
QKVQA: Question-Focused Filtering for Knowledge-based VQA	Wei Ye, Yixin Su, Yueguo Chen	2026	arxiv 2601.13856
HopWeaver: Cross-Document Synthesis of High-Quality and Authentic Multi-Hop Questions	Zhiyu Shen, Jiyuan Liu, Yunhe Pang	2025	arxiv 2505.15087
Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents	Yaorui Shi, Yuxin Chen, Siyuan Wang	2025	arxiv 2509.23040
Faithfulness-Aware Uncertainty Quantification for Fact-Checking the Output of Retrieval Augmented Generation	Ekaterina Fadeeva, Aleksandr Rubashevskii, Dzianis Piatrashyn	2025	arxiv 2505.21072
ScienceWorld: Is your Agent Smarter than a 5th Grader?	Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté	2022	arxiv 2203.07540
iTBLS: A Dataset of Interactive Conversations Over Tabular Information	Anirudh Sundar, Christopher Richardson, Adar Avsian	2024	arxiv 2404.12580
CoCoA: Confidence and Context-Aware Adaptive Decoding for Resolving Knowledge Conflicts in Large Language Models	Anant Khandelwal, Manish Gupta, Puneet Agrawal	2025	arxiv 2508.17670
Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder	Dang Jisheng, Wu Xudong, Wang Bimei	2025	arxiv 2506.22880
PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks	Soumya Suvra Ghosal, Soumyabrata Pal, Koyel Mukherjee	2024	arxiv 2412.05710
Listen Then See: Video Alignment with Speaker Attention	Aviral Agrawal, Carlos Mateo Samudio Lezcano, Iqui Balam Heredia-Marin	2024	arxiv 2404.13530
sebis at ArchEHR-QA 2026: How Much Can You Do Locally? Evaluating Grounded EHR QA on a Single Notebook	Ibrahim Ebrar Yurt, Fabian Karl, Tejaswi Choppa	2026	arxiv 2603.13962
Emotion is Not Just a Label: Latent Emotional Factors in LLM Processing	Benjamin Reichman, Adar Avsian, Samuel Webster	2026	arxiv 2603.09205

Search results