Research

Papers for “question answering”

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

Title	Authors	Year	Source
Down and Across: Introducing Crossword-Solving as a New NLP Benchmark	Saurabh Kulshreshtha, Olga Kovaleva, Namrata Shivagunde	2022	arxiv 2205.10442
Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants	Max Bartolo, Tristan Thrush, Sebastian Riedel	2021	arxiv 2112.09062
FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source	Aman Kumar, Akshay G Bharadwaj, Binil Starly	2022	arxiv 2206.10318
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision	Khalil Mrini, Harpreet Singh, Franck Dernoncourt	2022	arxiv 2209.15301
A Novel Differential Feature Learning for Effective Hallucination Detection and Classification	Wenkai Wang, Vincent Lee, Yizhen Zheng	2025	arxiv 2509.21357
Audio Entailment: Assessing Deductive Reasoning for Audio Understanding	Soham Deshmukh, Shuo Han, Hazim Bukhari	2024	arxiv 2407.18062
Video-Language Alignment via Spatio-Temporal Graph Transformer	Shi-Xue Zhang, Hongfa Wang, Xiaobin Zhu	2024	arxiv 2407.11677
Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval	Ivan Montero, Shayne Longpre, Ni Lao	2020	arxiv 2012.14094
Semantic Answer Type and Relation Prediction Task (SMART 2021)	Nandana Mihindukulasooriya, Mohnish Dubey, Alfio Gliozzo	2021	arxiv 2112.07606
Knowledge Homophily in Large Language Models	Utkarsh Sahu, Zhisheng Qi, Mahantesh Halappanavar	2025	arxiv 2509.23773
Increasing LLM response trustworthiness using voting ensembles	Aparna Nair-Kanneganti, Trevor J. Chan, Shir Goldfinger	2025	arxiv 2510.04048
Cascaded Language Models for Cost-effective Human-AI Decision-Making	Claudio Fanconi, Mihaela van der Schaar	2025	arxiv 2506.11887
Enhancing Human-Computer Interaction in Chest X-ray Analysis using Vision and Language Model with Eye Gaze Patterns	Yunsoo Kim, Jinge Wu, Yusuf Abdulle	2024	arxiv 2404.02370
LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling	Linjie Li, Zhe Gan, Kevin Lin	2022	arxiv 2206.07160
Explainable Artificial Intelligence Recommendation System by Leveraging the Semantics of Adverse Childhood Experiences: Proof-of-Concept Prototype Development	Nariman Ammar, Arash Shaban-Nejad	2020	arxiv 2011.08090
MilkQA: a Dataset of Consumer Questions for the Task of Answer Selection	Marcelo Criscuolo, Erick Rocha Fonseca, Sandra Maria Aluísio	2018	arxiv 1801.03460
Can AI Assistants Know What They Don't Know?	Qinyuan Cheng, Tianxiang Sun, Xiangyang Liu	2024	arxiv 2401.13275
RealTime QA: What's the Answer Right Now?	Jungo Kasai, Keisuke Sakaguchi, Yoichi Takahashi	2022	arxiv 2207.13332
ScreenAI: A Vision-Language Model for UI and Infographics Understanding	Gilles Baechler, Srinivas Sunkara, Maria Wang	2024	arxiv 2402.04615
Evaluating the Elementary Multilingual Capabilities of Large Language Models with MultiQ	Carolin Holtermann, Paul Röttger, Timm Dill	2024	arxiv 2403.03814

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