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Research

Papers for “question answering”

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

TitleAuthorsYearSource
T-RAG: Lessons from the LLM TrenchesMasoomali Fatehkia, Ji Kim Lucas, Sanjay Chawla2024arxiv 2402.07483
VLAB: Enhancing Video Language Pre-training by Feature Adapting and BlendingXingjian He, Sihan Chen, Fan Ma2023arxiv 2305.13167
CRAG -- Comprehensive RAG BenchmarkXiao Yang, Kai Sun, Hao Xin2024arxiv 2406.04744
Policy-Gradient Training of Language Models for RankingGe Gao, Jonathan D. Chang, Claire Cardie2023arxiv 2310.04407
Evaluating language models as risk scoresAndré F. Cruz, Moritz Hardt, Celestine Mendler-Dünner2024arxiv 2407.14614
BiMediX: Bilingual Medical Mixture of Experts LLMSara Pieri, Sahal Shaji Mullappilly, Fahad Shahbaz Khan2024arxiv 2402.13253
MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive DiversityYangzhou Liu, Yue Cao, Zhangwei Gao2024arxiv 2407.15838
MDocAgent: A Multi-Modal Multi-Agent Framework for Document UnderstandingSiwei Han, Peng Xia, Ruiyi Zhang2025arxiv 2503.13964
FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene UnderstandingMaryam Rahnemoonfar, Tashnim Chowdhury, Argho Sarkar2020arxiv 2012.02951
IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningPan Lu, Liang Qiu, Jiaqi Chen2021arxiv 2110.13214
Clover: Towards A Unified Video-Language Alignment and Fusion ModelJingjia Huang, Yinan Li, Jiashi Feng2022arxiv 2207.07885
Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop ReasoningJinyuan Wang, Junlong Li, Hai Zhao2023arxiv 2310.13552
Game of Sketches: Deep Recurrent Models of Pictionary-style Word GuessingRavi Kiran Sarvadevabhatla, Shiv Surya, Trisha Mittal2018arxiv 1801.09356
Understanding the Fundamental Design Decisions of Retrieval-Augmented Generation SystemsShengming Zhao, Yuchen Shao, Yuheng Huang2024arxiv 2411.19463
BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CADHaozhe Zhang, Kaichen Liu, Miaomiao Chen2026arxiv 2605.10865
AgentStop: Terminating Local AI Agents Early to Save Energy in Consumer DevicesDzung Pham, Kleomenis Katevas, Ali Shahin Shamsabadi2026arxiv 2605.15206
Geospatial-Temporal Sensemaking of Remote Sensing Activity Detections with Multimodal Large Language ModelDavid F. Ramirez, Tim Overman, Kristen Jaskie2026arxiv 2605.10739
Imprint: Online Memory Compression for Long-Horizon Egocentric QAKousik Das, Debaditya Roy2026arxiv 2607.00696
DeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research AgentTongzhou Wu, Yuhao Wang, Xinyu Ma2026arxiv 2603.01152
TARSE: Test-Time Adaptation via Retrieval of Skills and Experience for Reasoning AgentsJunda Wang, Zonghai Tao, Hansi Zeng2026arxiv 2603.01241