WikiQA: A Challenge Dataset for Open-Domain Question Answering

Cited by (835)

Items 201–300 of 835

1. Conversations with Documents: An Exploration of Document-Centered Assistance
   Maartje ter Hoeve, Robert Sim, Elnaz Nouri, Adam Fourney, Maarten de Rijke, Ryen W. White · 2020 · Conference on Human Information Interaction and Retrieval
2. A Technical Question Answering System with Transfer Learning
   Wenhao Yu, Lingfei Wu, Yu Deng, Ruchi Mahindru, Qingkai Zeng, Sinem Güven, Meng Jiang · 2020 · Conference on Empirical Methods in Natural Language Processing: System Demonstrations (EMNLP)
3. Uniqorn: Unified question answering over RDF knowledge graphs and natural language text
   Soumajit Pramanik, Jesujoba Oluwadara Alabi, Rishiraj Saha Roy, Gerhard Weikum · 2024 · Journal of Web Semantics
4. A simple and efficient text matching model based on deep interaction
   Chuanming Yu, Haodong Xue, Yifan Jiang, Lu An, Gang Li · 2021 · Information Processing & Management
5. Conversational Question Answering over Passages by Leveraging Word Proximity Networks
   Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum · 2020 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
6. Nonfactoid Question Answering as Query-Focused Summarization With Graph-Enhanced Multihop Inference
   Yang Deng, Wenxuan Zhang, Weiwen Xu, Ying Shen, Wai Pang Lam · 2023 · IEEE Transactions on Neural Networks and Learning Systems
7. A Multi-View Fusion Neural Network for Answer Selection
   Lei Sha, Xiaodong Zhang, Feng Qian, Baobao Chang, Zhifang Sui · 2018 · Proceedings of the AAAI Conference on Artificial Intelligence
8. Alignment over Heterogeneous Embeddings for Question Answering
   Vikas Yadav, Steven J. Bethard, Mihai Surdeanu · 2019 · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)
9. Learning Context-Sensitive Convolutional Filters for Text Processing
   Dinghan Shen, Martin Renqiang Min, Yitong Li, Lawrence Carin · 2018 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
10. GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level
    Zixian Huang, Yulin Shen, Xiao Li, Wei Y, Gong Cheng, Lin Zhou, Xinyu Dai, Yuzhong Qu · 2019 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
11. MultiSpanQA: A Dataset for Multi-Span Question Answering
    Haonan Li, Martin Tomko, Maria Vasardani, Timothy Baldwin · 2022 · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)
12. Quizbowl: The Case for Incremental Question Answering
    Pedro Rodríguez, Shi Feng, Mohit Iyyer, He He, Jordan Lee Boyd-Graber · 2019 · arXiv (Cornell University)
13. ComQA: A Community-sourced Dataset for Complex Factoid Question Answering with Paraphrase Clusters
    Abdalghani Abujabal, Rishiraj Saha Roy, Mohamed Yahya, Gerhard Weikum · 2018 · arXiv (Cornell University)
14. Generating Query Focused Summaries from Query-Free Resources
    Yumo Xu, Mirella Lapata · 2021
15. Recent Developments in Arabic Conversational AI: A Literature Review
    Ahlam Fuad, Maha M. Al-Yahya · 2022 · IEEE Access
16. CNN for Text-Based Multiple Choice Question Answering
    Akshay Chaturvedi, Onkar Pandit, Utpal Garain · 2018 · Proceedings of the conference - Association for Computational Linguistics. Meeting
17. Answer Ranking for Product-Related Questions via Multiple Semantic Relations Modeling
    Wenxuan Zhang, Yang Deng, Wai Pang Lam · 2020 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
18. Exploring ways to incorporate additional knowledge to improve Natural Language Commonsense Question Answering
    Arindam Mitra, Pratyay Banerjee, Kuntal Kumar Pal, Swaroop Ranjan Mishra, Chitta R. Baral · 2019 · arXiv (Cornell University)
19. Cross-Pair Text Representations for Answer Sentence Selection
    Kateryna Tymoshenko, Alessandro Moschitti · 2018 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
20. Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources
    Qianglong Chen, Feng Ji, Haiqing Chen, Yin Zhang · 2020 · International Conference on Computational Linguistics
21. Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge
    Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Wai Pang Lam, Ying Shen · 2021 · ACM Transactions on Information Systems
22. Muppet: Massive Multi-task Representations with Pre-Finetuning
    Armen Aghajanyan, Anchit Gupta, Akshat Shrivastava, Xilun Chen, Luke Zettlemoyer, Sonal Gupta · 2021 · arXiv (Cornell University)
23. Negative statements considered useful
    Hiba Arnaout, Simon Razniewski, Gerhard Weikum, Jeff Z. Pan · 2021 · Journal of Web Semantics
24. Semi-supervised Training Data Generation for Multilingual Question Answering
    Kyungjae Lee, Kyoungho Yoon, Sunghyun Park, Seung Won Hwang · 2018 · Language Resources and Evaluation Conference (LREC)
25. Towards Building an Intelligent Chatbot for Customer Service
    Che Liu, Junfeng Jiang, Chao Xiong, Yi Yang, Jieping Ye · 2020 · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
26. Comparison of machine learning approaches for radioisotope identification using NaI(TI) gamma-ray spectrum
    Sheng Qi, Wei Zhao, Ye Chen, Wenzhuo Chen, Jing-Lun Li, Hui Ying Zhao, Wuyun Xiao, Xianyun Ai, Kun Zhang, Shanqiang Wang · 2022 · Applied Radiation and Isotopes
27. RA-DIT: Retrieval-Augmented Dual Instruction Tuning
    Lin, Xi Victoria, Chen, Xilun, Chen, Mingda, Shi, Weijia, Lomeli, Maria, James, Rich, Rodriguez, Pedro, Kahn, Jacob, Szilvasy, Gergely, Lewis, Mike et al. · 2023 · arXiv
28. Robustness to Modification with Shared Words in Paraphrase Identification
    Zhouxing Shi, Minlie Huang · 2020 · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
29. QAConv: Question Answering on Informative Conversations
    Chien-Sheng Wu, Andrea Madotto, Wenhao Liu, Pascale Fung, Caiming Xiong · 2022 · Proceedings of the conference - Association for Computational Linguistics. Meeting
30. Challenges in Generalization in Open Domain Question Answering
    Linqing Liu, Patrick Lewis, Sebastian Riedel, Pontus Stenetorp · 2022 · Findings of the Association for Computational Linguistics: NAACL
31. Enhance word representation for out-of-vocabulary on Ubuntu dialogue corpus
    Jianxiong Dong, Jim Huang · 2018 · arXiv (Cornell University)
32. Proceedings of the 2nd Workshop on Machine Reading for Question Answering
    2019
33. Quantum Natural Language Processing: A Comprehensive Survey
    Charles Varmantchaonala Moudina, Jean Louis Ebongue Kedieng Fendji, Julius Schöning, Marcellin Atemkeng · 2024 · IEEE Access
34. Document Modeling with External Attention for Sentence Extraction
    Shashi Narayan, Ronald Cardenas, Nikos Papasarantopoulos, Shay B. Cohen, Mirella Lapata, Jiangsheng Yu, Yi Chang · 2018 · Proceedings of the conference - Association for Computational Linguistics. Meeting
35. A Test Collection of Synthetic Documents for Training Rankers: ChatGPT vs. Human Experts
    Arian Askari, Mohammad Aliannejadi, Evangelos Kanoulas, Suzan Verberne · 2023 · ACM International Conference on Information and Knowledge Management (CIKM)
36. Discriminative Information Retrieval for Question Answering Sentence Selection
    Tongfei Chen, Benjamin Van Durme · 2017 · Conference of the European Chapter of the Association for Computational Linguistics
37. Learning Loss Functions for Semi-supervised Learning via Discriminative Adversarial Networks
    Cícero Nogueira dos Santos, Kahini Wadhawan, Bowen Zhou · 2017 · arXiv (Cornell University)
38. Enhanced attentive convolutional neural networks for sentence pair modeling
    Shiyao Xu, E Shijia, Yang Xiang · 2020 · Expert Systems with Applications
39. Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation
    Yinfei Yang, Ning Jin, Kuo Lin, Mandy Guo, Daniel M. Cer · 2021
40. Exploration of text matching methods in Chinese disease Q&A systems: A method using ensemble based on BERT and boosted tree models
    Ziming Wu, Jun Liang, Zhongan Zhang, Jianbo Lei · 2021 · Journal of Biomedical Informatics
41. Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)
    Isabelle Augenstein, Spandana Gella, Sebastian Ruder, Katharina Kann, Burcu Can, Alexis Conneau, Johannes Welbl, Xian Ren, Marek Rei · 2019
42. An Attention Mechanism for Neural Answer Selection Using a Combined Global and Local View
    Yoram Bachrach, Andrej Žukov-Gregorič, Sam Coope, Ed Tovell, Bogdan Maksak, José Daniel Rodríguez, Conan McMurtie, Mahyar Bordbar · 2017 · IEEE International Conference on Tools with Artificial Intelligence (ICTAI)
43. MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models
    Mandy Guo, Yinfei Yang, Daniel M. Cer, Qinlan Shen, Noah Constant · 2020 · arXiv (Cornell University)
44. Hierarchical fusion of common sense knowledge and classifier decisions for answer selection in community question answering
    Min Yang, Lei Chen, Ziyu Lyu, Junhao Liu, Ying Shen, Qingyao Wu · 2020 · Neural Networks
45. Contrastive Fine-tuning Improves Robustness for Neural Rankers
    Xiaofei Ma, Cícero Nogueira dos Santos, Andrew O. Arnold · 2021 · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
46. Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean
    André F. A. Paschoal, Paulo Pirozelli, Valdinei Freire, Karina Valdivia Delgado, Sarajane Marques Peres, Marcos M. José, Flávio Nakasato Cação, André Seidel Oliveira, Anarosa A. F. Brandão, Anna Helena Reali Costa et al. · 2021 · ACM International Conference on Information and Knowledge Management (CIKM)
47. Kencorpus: A Kenyan Language Corpus of Swahili, Dholuo and Luhya for Natural Language Processing Tasks
    Barack Wanjawa, Lilian Wanzare, Florence Indede, Owen McOnyango, Edward Ombui, Lawrence Muchemi · 2023 · LDV-Forum/Journal for language technology and computational linguistics
48. Advanced community question answering by leveraging external knowledge and multi-task learning
    Min Yang, Wenting Tu, Qiang Qu, Wei Guo Zhou, Qiao Liu, Jia Zhu · 2019 · Knowledge-Based Systems
49. A survey of methods for revealing and overcoming weaknesses of data-driven Natural Language Understanding
    Viktor Schlegel, Goran Nenadić, Riza Batista-Navarro · 2022 · Natural Language Engineering
50. RelNet: End-to-End Modeling of Entities & Relations
    Trapit Bansal, Arvind Neelakantan, Andrew McCallum · 2017 · arXiv (Cornell University)
51. One word at a time: adversarial attacks on retrieval models
    Nisarg Raval, Manisha Verma · 2020 · arXiv (Cornell University)
52. Convolutional Neural Networks with Recurrent Neural Filters
    Yi Yang · 2018 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
53. Question Answering Systems: A Systematic Literature Review
    Sarah Saad Alanazi, Nazar Elfadil, Mutsam A. Jarajreh, Saad Algarni · 2021 · International Journal of Advanced Computer Science and Applications
54. Answer Generation for Retrieval-based Question Answering Systems
    Chao-Chun Hsu, Eric Lind, Luca Soldaini, Alessandro Moschitti · 2021 · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
55. A Brief Survey of Question Answering Systems
    Michael Caballero · 2021 · International Journal of Artificial Intelligence & Applications
56. Enhancing semantic text similarity with functional semantic knowledge (FOP) in patents
    Hao Teng, Nan Wang, Hongyu Zhao, Yingtong Hu, Haitao Jin · 2023 · Journal of Informetrics
57. Overview of the NLPCC-ICCPOL 2016 Shared Task: Open Domain Chinese Question Answering
    Nan Duan · 2016 · Lecture notes in computer science
58. Multi-Layer Transformer Aggregation Encoder for Answer Generation
    Shengjie Shang, Jin Liu, Yihe Yang · 2020 · IEEE Access
59. WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia
    Daniel Hewlett, Alexandre Lacoste, Llion Jones, Illia Polosukhin, Andrew Fandrianto, Jay J. Han, Matthew Kelcey, David Berthelot · 2016 · arXiv (Cornell University)
60. BAS: An Answer Selection Method Using BERT Language Model
    Jamshid Mozafari, Afsaneh Fatemi, Mohammad Ali Nematbakhsh · 2019 · arXiv (Cornell University)
61. SALMONN: Towards Generic Hearing Abilities for Large Language Models
    Tang, Changli, Yu, Wenyi, Sun, Guangzhi, Chen, Xianzhao, Tan, Tian, Li, Wei, Lu, Lu, Ma, Zejun, Zhang, Chao · 2023 · arXiv
62. JointMatcher: Numerically-aware entity matching using pre-trained language models with attention concentration
    Chen Ye, Shihao Jiang, Hua Zhang, Yifan Wu, Jiankai Shi, Hongzhi Wang, Guojun Dai · 2022 · Knowledge-Based Systems
63. An Enhanced Convolutional Neural Network Model for Answer Selection
    Jiahui Guo, Bin Yue, Guandong Xu, Zhenglu Yang, Jinmao Wei · 2017 · International World Wide Web Conference (WWW)
64. Supervised Transfer Learning for Product Information Question Answering
    Tuan Lai, Trung Bui, Nedim Lipka, Sheng Li · 2018 · International Conference on Machine Learning and Applications
65. Evaluating Document Coherence Modeling
    Aili Shen, Meladel Mistica, Bahar Salehi, Hang Li, Timothy Baldwin, Jianzhong Qi · 2021 · Transactions of the Association for Computational Linguistics
66. KenSwQuAD—A Question Answering Dataset for Swahili Low-resource Language
    Barack Wanjawa, Lilian Wanzare, Florence Indede, Owen McOnyango, Lawrence Muchemi, Edward Ombui · 2023 · ACM Transactions on Asian and Low-Resource Language Information Processing
67. A Chinese Question Answering System for Single-Relation Factoid Questions
    Yuxuan Lai, Yanyan Jia, Yang Lin, Yansong Feng, Dongyan Zhao · 2018 · Lecture notes in computer science
68. Document Gated Reader for Open-Domain Question Answering
    Bingning Wang, Ting Yao, Qi Zhang, Jingfang Xu, Zhixing Tian, Kang Liu, Jun Zhao · 2019 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
69. A n-Gated Recurrent Unit with review for answer selection
    Dongge Tang, Wenge Rong, Shuang Qin, Jianxin Yang, Zhang Xiong · 2019 · Neurocomputing
70. Improving question answering performance using knowledge distillation and active learning
    Yasaman Boreshban, Seyed Morteza Mirbostani, Gholamreza Ghassem-Sani, Seyed Abolghasem Mirroshandel, Shahin Amiriparian · 2023 · Engineering Applications of Artificial Intelligence
71. PersianQuAD: The Native Question Answering Dataset for the Persian Language
    Arefeh Kazemi, Jamshid Mozafari, Mohammad Ali Nematbakhsh · 2022 · IEEE Access
72. Query Reformulation using Query History for Passage Retrieval in Conversational Search
    Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Frassetto Nogueira, Ming-Feng Tsai, Chuan‐Ju Wang, Jimmy Lin · 2020 · arXiv (Cornell University)
73. Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge
    Violetta Shevchenko, Damien Teney, Anthony Dick, Anton van den Hengel · 2021 · arXiv (Cornell University)
74. Integration of cognitive tasks into artificial general intelligence test for large models
    Youzhi Qu, Chen Wei, Penghui Du, Wenxin Che, Chi Zhang, Wanli Ouyang, Yatao Bian, Feiyang Xu, Bin Hu, Kai Du et al. · 2024 · iScience
75. Representation Learning for Answer Selection with LSTM-Based Importance Weighting
    Andreas Rücklé, Iryna Gurevych · 2017 · TUbilio (Technical University of Darmstadt)
76. A Unified Model for Document-Based Question Answering Based on Human-Like Reading Strategy
    Weikang Li, Wei Li, Yunfang Wu · 2018 · Proceedings of the AAAI Conference on Artificial Intelligence
77. Byte-Level Machine Reading Across Morphologically Varied Languages
    Tom Kenter, Llion Jones, Daniel Hewlett · 2018 · Proceedings of the AAAI Conference on Artificial Intelligence
78. A Comparative Study on Question-Worthy Sentence Selection Strategies for Educational Question Generation
    Guanliang Chen, Jie Yang, Dragan Gašević · 2019 · Lecture notes in computer science
79. Compositional De-Attention Networks
    Yi Tay, Anh Tuan Luu, Aston Zhang, Shuohang Wang, Siu Cheung Hui · 2019 · neural information processing systems
80. Towards A Deep Learning Question-Answering Specialized Chatbot for Objective Structured Clinical Examinations
    Julia El Zini, Yara Rizk, Mariette Awad, Jumana Antoun · 2019 · International Joint Conference on Neural Networks (IJCNN)
81. Distant Supervision for Multi-Stage Fine-Tuning in Retrieval-Based Question Answering
    Yuqing Xie, Wei Yang, Luchen Tan, Kun Xiong, Nicholas Jing Yuan, Baoxing Huai, Ming Li, Jimmy Lin · 2020 · International World Wide Web Conference (WWW)
82. Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering
    Siddhant Garg, Alessandro Moschitti · 2021 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
83. Question Answering for Privacy Policies: Combining Computational and Legal Perspectives
    Abhilasha Ravichander, Alan W. Black, Shomir Wilson, Thomas B. Norton, Norman Sadeh · 2019 · arXiv (Cornell University)
84. Refocusing on Relevance: Personalization in NLG
    Dudy, Shiran, Bedrick, Steven, Webber, Bonnie · 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
85. Improving Answer Selection and Answer Triggering using Hard Negatives
    Sawan Kumar, Shweta Garg, Kartik Mehta, Nikhil Rasiwasia · 2019 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
86. Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection
    Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti · 2022 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
87. COALA: A Neural Coverage-Based Approach for Long Answer Selection with Small Data
    Andreas Rücklé, Nafise Sadat Moosavi, Iryna Gurevych · 2019 · Proceedings of the AAAI Conference on Artificial Intelligence
88. Novel regularization method for the class imbalance problem
    Bosung Kim, Youngjoong Ko, Jungyun Seo · 2021 · Expert Systems with Applications
89. BERT-SMAP: Paying attention to Essential Terms in passage ranking beyond BERT
    Dengwen Lin, Jintao Tang, Xinyi Li, Kunyuan Pang, Shasha Li, Ting Wang · 2021 · Information Processing & Management
90. QATest: A Uniform Fuzzing Framework for Question Answering Systems
    Zixi Liu, Yang Feng, Yining Yin, Jingyu Sun, Zhenyu Chen, Baowen Xu · 2022 · IEEE/ACM International Conference on Automated Software Engineering (ASE)
91. Question Answering system for the travel domain
    Hasangi Kahaduwa, D.J.P.S.D Pathirana, Pathum Liyana Arachchi, Vishma Dias, Surangika Ranathunga, Upali Kohomban · 2017 · Moratuwa Engineering Research Conference (MERCon)
92. The First Wikipedia Questions and Factoid Answers Corpus in the Thai Language
    Kanokorn Trakultaweekoon, Santipong Thaiprayoon, Pornpimon Palingoon, Anocha Rugchatjaroen · 2019 · International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP)
93. An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks
    Anirban Laha, Vikas Chandrakant Raykar · 2016 · arXiv (Cornell University)
94. Adversarial TableQA: Attention Supervision for Question Answering on Tables
    Cho, Minseok, Reinald Kim Amplayo, Seung-won Hwang, Jonghyuck Park · 2018 · arXiv (Cornell University)
95. Learning to Answer Questions from Wikipedia Infoboxes
    Alvaro Morales, Varot Premtoon, Cordelia Avery, Sue Felshin, Boris Katz · 2016 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
96. Automated Question Answering based on Improved TF-IDF and Cosine Similarity
    Muzamil Ahmed, Hikmat Ullah Khan, Saqib Iqbal, Qutaibah Althebyan · 2022 · International Conference on Social Networks Analysis, Management and Security (SNAMS)
97. Pretraining Without Attention
    Junxiong Wang, Jing Yan, Albert Gu, Alexander M. Rush · 2023 · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
98. Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching
    Wenpeng Yin, Hinrich Schütze · 2017 · Conference of the European Chapter of the Association for Computational Linguistics
99. Utilizing Bidirectional Encoder Representations from Transformers for Answer Selection
    Md Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang · 2021 · Springer proceedings in mathematics & statistics
100. Answer Sentence Selection Using Local and Global Context in Transformer Models
     Ivano Lauriola, Alessandro Moschitti · 2021 · Lecture notes in computer science