Research

Papers for “question answering”

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

Title	Authors	Year	Source
AGQA 2.0: An Updated Benchmark for Compositional Spatio-Temporal Reasoning	Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala	2022	arxiv 2204.06105
Do Explanations make VQA Models more Predictable to a Human?	Arjun Chandrasekaran, Viraj Prabhu, Deshraj Yadav	2018	arxiv 1810.12366
Siamese Networks for Semantic Pattern Similarity	Yassine Benajiba, Jin Sun, Yong Zhang	2018	arxiv 1812.06604
Neural Approaches to Conversational AI	Jianfeng Gao, Michel Galley, Lihong Li	2018	arxiv 1809.08267
Exploiting Social Networks. Technological Trends (Habilitation Thesis)	Adrian Iftene	2020	arxiv 2004.14386
Ontology-guided Semantic Composition for Zero-Shot Learning	Jiaoyan Chen, Freddy Lecue, Yuxia Geng	2020	arxiv 2006.16917
ISCAS at SemEval-2020 Task 5: Pre-trained Transformers for Counterfactual Statement Modeling	Yaojie Lu, Annan Li, Hongyu Lin	2020	arxiv 2009.08171
Structuring an unordered text document	Shashank Yadav, Tejas Shimpi, C. Ravindranath Chowdary	2019	arxiv 1901.10133
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence	Chi Sun, Luyao Huang, Xipeng Qiu	2019	arxiv 1903.09588
HEAD-QA: A Healthcare Dataset for Complex Reasoning	David Vilares, Carlos Gómez-Rodríguez	2019	arxiv 1906.04701
ESG Accountability Made Easy: DocQA at Your Service	Lokesh Mishra, Cesar Berrospi, Kasper Dinkla	2023	arxiv 2311.18481
AnswerQuest: A System for Generating Question-Answer Items from Multi-Paragraph Documents	Melissa Roemmele, Deep Sidhpura, Steve DeNeefe	2021	arxiv 2103.03820
Similar Cases Recommendation using Legal Knowledge Graphs	Jaspreet Singh Dhani, Ruchika Bhatt, Balaji Ganesan	2021	arxiv 2107.04771
JNLP Team: Deep Learning for Legal Processing in COLIEE 2020	Ha-Thanh Nguyen, Hai-Yen Thi Vuong, Phuong Minh Nguyen	2020	arxiv 2011.08071
Natural Language Processing: State of The Art, Current Trends and Challenges	Diksha Khurana, Aditya Koli, Kiran Khatter	2017	arxiv 1708.05148
Pre-training image-language transformers for open-vocabulary tasks	AJ Piergiovanni, Weicheng Kuo, Anelia Angelova	2022	arxiv 2209.04372
Deep learning evaluation using deep linguistic processing	Alexander Kuhnle, Ann Copestake	2017	arxiv 1706.01322
BioHiCL: Hierarchical Multi-Label Contrastive Learning for Biomedical Retrieval with MeSH Labels	Mengfei Lan, Lecheng Zheng, Halil Kilicoglu	2026	arxiv 2604.15591
Efficient Code Embeddings from Code Generation Models	Daria Kryvosheieva, Saba Sturua, Michael Günther	2025	arxiv 2508.21290
Everything Can Be Described in Words: A Simple Unified Multi-Modal Framework with Semantic and Temporal Alignment	Xiaowei Bi, Zheyuan Xu	2025	arxiv 2503.09081

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