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Research

Papers for “question answering”

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

TitleAuthorsYearSource
Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health RecordsGyubok Lee, Sunjun Kweon, Seongsu Bae2024arxiv 2405.06673
On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning ApplicationsChenjiao Tan, Qian Cao, Yiwei Li2023arxiv 2312.17016
Answering Students' Questions on Course Forums Using Multiple Chain-of-Thought Reasoning and Finetuning RAG-Enabled LLMNeo Wang, Sonit Singh2025arxiv 2511.09831
HaluMem: Evaluating Hallucinations in Memory Systems of AgentsDing Chen, Simin Niu, Kehang Li2025arxiv 2511.03506
Agentic Hybrid RAG for Evidence-Grounded Muon Collider AnalysisRuobing Jiang, Dawei Fu, Cheng Jiang2026arxiv 2606.10381
From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14bTaeyun Roh, Eunha Lee, Wonjune Jang2026arxiv 2607.06452
Towards Automated Error Analysis: Learning to Characterize ErrorsTong Gao, Shivang Singh, Raymond J. Mooney2022arxiv 2201.05017
V-Doc : Visual questions answers with DocumentsYihao Ding, Zhe Huang, Runlin Wang2022arxiv 2205.13724
Less Is More: Linear Layers on CLIP Features as Powerful VizWiz ModelFabian Deuser, Konrad Habel, Philipp J. Rösch2022arxiv 2206.05281
Automated Crossword SolvingEric Wallace, Nicholas Tomlin, Albert Xu2022arxiv 2205.09665
NeCo@ALQAC 2023: Legal Domain Knowledge Acquisition for Low-Resource Languages through Data EnrichmentHai-Long Nguyen, Dieu-Quynh Nguyen, Hoang-Trung Nguyen2023arxiv 2309.05500
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge RepresentationYing Su, Zihao Wang, Tianqing Fang2022arxiv 2210.07570
Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction TuningQingyu Tan, Hwee Tou Ng, Lidong Bing2023arxiv 2311.09821
HiQA: A Hierarchical Contextual Augmentation RAG for Multi-Documents QAXinyue Chen, Pengyu Gao, Jiangjiang Song2024arxiv 2402.01767
Reading Comprehension using Entity-based Memory NetworkXun Wang, Katsuhito Sudoh, Masaaki Nagata2016arxiv 1612.03551
Switchable Decision: Dynamic Neural Generation NetworksShujian Zhang, Korawat Tanwisuth, Chengyue Gong2024arxiv 2405.04513
HAUR: Human Annotation Understanding and Recognition Through Text-Heavy ImagesYuchen Yang, Haoran Yan, Yanhao Chen2024arxiv 2412.18327
Citations and Trust in LLM Generated ResponsesYifan Ding, Matthew Facciani, Amrit Poudel2025arxiv 2501.01303
ChainCQG: Flow-Aware Conversational Question GenerationJing Gu, Mostafa Mirshekari, Zhou Yu2021arxiv 2102.02864
Meta-Learning for Effective Multi-task and Multilingual ModellingIshan Tarunesh, Sushil Khyalia, Vishwajeet Kumar2021arxiv 2101.10368