Research

Papers for “question answering”

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

Title	Authors	Year	Source
Hallucination-minimized Data-to-answer Framework for Financial Decision-makers	Sohini Roychowdhury, Andres Alvarez, Brian Moore	2023	arxiv 2311.07592
Insights into Classifying and Mitigating LLMs' Hallucinations	Alessandro Bruno, Pier Luigi Mazzeo, Aladine Chetouani	2023	arxiv 2311.08117
1 Billion Pages = 1 Million Dollars? Mining the Web to Play "Who Wants to be a Millionaire?"	Shyong (Tony) K. Lam, David M Pennock, Dan Cosley	2012	arxiv 1212.2477
Globally Normalized Reader	Jonathan Raiman, John Miller	2017	arxiv 1709.02828
MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension	Boyuan Pan, Hao Li, Zhou Zhao	2017	arxiv 1707.09098
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers	Pradeep Dasigi, Kyle Lo, Iz Beltagy	2021	arxiv 2105.03011
Show Why the Answer is Correct! Towards Explainable AI using Compositional Temporal Attention	Nihar Bendre, Kevin Desai, Peyman Najafirad	2021	arxiv 2105.07141
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning	Chengwen Liu, Xiaomin Yu, Zhuoyue Chang	2026	arxiv 2601.06943
AUTOPILOT VQA: Benchmarking Vision-Language Models for Incident-Centric Dashcam Understanding	Siddharth Damodharan, Radhika Gupta, Ali Alshami	2026	arxiv 2607.08745
Overview of the NLPCC 2026 Shared Task 1: Difficulty-Aware Multilingual and Multimodal Medical Instructional Video Understanding Evaluation	Shenxi Liu, Kan Li, Mingyang Zhao	2026	arxiv 2607.06618
MAviS: A Multimodal Conversational Assistant For Avian Species	Yevheniia Kryklyvets, Mohammed Irfan Kurpath, Sahal Shaji Mullappilly	2026	arxiv 2603.07294
Scaling Knowledge Graph Construction through Synthetic Data Generation and Distillation	Prafulla Kumar Choubey, Xin Su, Man Luo	2024	arxiv 2410.16597
All in One: A Unified Synthetic Data Pipeline for Multimodal Video Understanding	Tanzila Rahman, Renjie Liao, Leonid Sigal	2026	arxiv 2604.12335
Decoding the Delta: Unifying Remote Sensing Change Detection and Understanding with Multimodal Large Language Models	Xiaohe Li, Jiahao Li, Kaixin Zhang	2026	arxiv 2604.14044
RSRCC: A Remote Sensing Regional Change Comprehension Benchmark Constructed via Retrieval-Augmented Best-of-N Ranking	Roie Kazoom, Yotam Gigi, George Leifman	2026	arxiv 2604.20623
PortraitCraft: A Benchmark for Portrait Composition Understanding and Generation	Yuyang Sha, Zijie Lou, Youyun Tang	2026	arxiv 2604.03611
VTAgent: Agentic Keyframe Anchoring for Evidence-Aware Video TextVQA	Haibin He, Maoyuan Ye, Jing Zhang	2026	arxiv 2605.04870
PulseLM: A Foundation Dataset and Benchmark for PPG-Text Learning	Hung Manh Pham, Jinyang Wu, Xiao Ma	2026	arxiv 2603.03331
Evaluating the Capability of Video Question Generation for Expert Knowledge Elicitation	Huaying Zhang, Atsushi Hashimoto, Tosho Hirasawa	2025	arxiv 2512.15006
CommCP: Efficient Multi-Agent Coordination via LLM-Based Communication with Conformal Prediction	Xiaopan Zhang, Zejin Wang, Zhixu Li	2026	arxiv 2602.06038

Search results