WikiQA: A Challenge Dataset for Open-Domain Question Answering

Cited by (835)

Items 301–400 of 835

1. Complex-valued Neural Network-based Quantum Language Models
   Peng Zhang, Wenjie Hui, Benyou Wang, Donghao Zhao, Dawei Song, Christina Lioma, Jakob Grue Simonsen · 2022 · ACM Transactions on Information Systems
2. A Fine-grained Interpretability Evaluation Benchmark for Neural NLP
   Lijie Wang, Yaozong Shen, Shuyuan Peng, Shuai Zhang, Xinyan Xiao, Hao Liu, Hongxuan Tang, Ying Chen, Hua Wu, Haifeng Wang · 2022 · Conference on Computational Natural Language Learning
3. MOLI: Smart Conversation Agent for Mobile Customer Service
   Guoguang Zhao, Jianyu Zhao, Yang Li, Christoph Alt, Robert Schwarzenberg, Leonhard Hennig, Stefan Schaffer, Sven Schmeier, Changjian Hu, Feiyu Xu · 2019 · Information
4. Fake news stance detection using selective features and FakeNET
   Turki Aljrees, Xiaochun Cheng, Mian Muhammad Ahmed, Muhammad Umer, Rizwan Majeed, Khaled Alnowaiser, Nihal Esam Abuzinadah, Imran Ashraf · 2023 · PLoS ONE
5. Improving Clinical Decision Making With a Two-Stage Recommender System
   Shaina Raza, Chen Ding · 2023 · IEEE Transactions on Computational Biology and Bioinformatics
6. On the Benefit of Incorporating External Features in a Neural Architecture for Answer Sentence Selection
   Ruey-Cheng Chen, Evi Yulianti, Mark Sanderson, W. Bruce Croft · 2017 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
7. Assertion-Based QA With Question-Aware Open Information Extraction
   Zhao Yan, Duyu Tang, Nan Duan, Shujie Liu, Wendi Wang, Daxin Jiang, Ming Quan Zhou, Zhoujun Li · 2018 · Proceedings of the AAAI Conference on Artificial Intelligence
8. On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks
   Stephen Mussmann, Robin Jia, Percy Liang · 2020 · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
9. Joint Models for Answer Verification in Question Answering Systems
   Zeyu Zhang, Thuy Vu, Alessandro Moschitti · 2021
10. Continuous Self-Attention Models with Neural ODE Networks
    Jing Zhang, Peng Zhang, Baiwen Kong, Victor Junqiu Wei, Xin Jiang · 2021 · Proceedings of the AAAI Conference on Artificial Intelligence
11. Data Augmentation for Biomedical Factoid Question Answering
    Dimitris Pappas, Prodromos Malakasiotis, Ion Androutsopoulos · 2022 · Workshop on Biomedical Language Processing (BioNLP)
12. Lexical knowledge enhanced text matching via distilled word sense disambiguation
    Xiao Pu, Lin Yuan, Jiaxu Leng, Tao Wu, Xinbo Gao · 2023 · Knowledge-Based Systems
13. Memory-Aware Attentive Control for Community Question Answering With Knowledge-Based Dual Refinement
    Jinmeng Wu, Tingting Mu, Jeyan Thiyagalingam, John Yannis Goulermas · 2023 · IEEE Transactions on Systems Man and Cybernetics Systems
14. Quora Question Answer Dataset
    Ahmad Aghaebrahimian · 2017 · Lecture notes in computer science
15. Response selection from unstructured documents for human-computer conversation systems
    Yan Li Zhao, Nan Duan, Junwei Bao, Peng Chen, Ming Zhou, Zhoujun Li · 2017 · Knowledge-Based Systems
16. CAN
    Qin Chen, Qinmin Hu, Jimmy Xiangji Huang, Liang He · 2018 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
17. A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension
    Jiahua Liu, Wei Wan, Maosong Sun, Hao Chen, Yantao Du, Dekang Lin · 2018 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
18. Knowledge Abstraction Matching for Medical Question Answering
    Jun Chen, Jingbo Zhou, Zhenhui Shi, Bin Fan, Chengliang Luo · 2019 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
19. Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading
    Martin Raison, Pierre-Emmanuel Mazaré, Rajarshi Das, Antoine Bordes · 2018 · arXiv (Cornell University)
20. Recurrently Controlled Recurrent Networks
    Yi Tay, Tuan, Luu Anh, Siu Cheung Hui · 2018 · arXiv (Cornell University)
21. Quantum-inspired language models based on unitary transformation
    Zipeng Fan, Jing Zhang, Peng Zhang, Qianxi Lin, Yizhe Li, Yuhua Qian · 2024 · Information Processing & Management
22. EviNets: Neural Networks for Combining Evidence Signals for Factoid Question Answering
    Denis Savenkov, Eugene Agichtein · 2017 · Proceedings of the conference - Association for Computational Linguistics. Meeting
23. SemEval-2018 Task 5: Counting Events and Participants in the Long Tail
    Marten Postma, Filip Ilievski, Piek T. J. M. Vossen · 2018 · International Workshop on Semantic Evaluation (SemEval)
24. QuGAN: Quasi Generative Adversarial Network for Tibetan Question Answering Corpus Generation
    Yuan Sun, Chaofan Chen, Tianci Xia, Xiaobing Zhao · 2019 · IEEE Access
25. Ranking via partial ordering for answer selection
    Zanxia Jin, Bo-Wen Zhang, Fang Zhou, Jingyan Qin, Xu-Cheng Yin · 2020 · Information Sciences
26. A knowledge-enriched ensemble method for word embedding and multi-sense embedding
    Lanting Fang, Yong Luo, Kaiyu Feng, Kaiqi Zhao, Aiqun Hu · 2022 · IEEE Transactions on Knowledge and Data Engineering
27. A study on different closed domain question answering approaches
    Srinivasu Badugu, R. Manivannan · 2020 · International Journal of Speech Technology
28. NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets
    Victor C. Dibia · 2020 · Conference on Empirical Methods in Natural Language Processing: System Demonstrations (EMNLP)
29. Evaluating Semantic Parsing against a Simple Web-based Question Answering Model
    Alon Talmor, Mor Geva, Jonathan Berant · 2017 · Joint Conference on Lexical and Computational Semantics
30. Project PIAF: Building a Native French Question-Answering Dataset
    Rachel Keraron, Guillaume Lancrenon, Mathilde Bras, Frédéric Allary, Gilles Moyse, Thomas Scialom, Edmundo-Pavel Soriano-Morales, Jacopo Staiano · 2020 · arXiv (Cornell University)
31. Neural semi-Markov CRF for Monolingual Word Alignment
    Wuwei Lan, Chao Jiang, Wei Hong Xu · 2021
32. SentiMedQAer: A Transfer Learning-Based Sentiment-Aware Model for Biomedical Question Answering
    Xian Zhu, Yuanyuan Chen, Yueming Gu, Zhifeng Xiao · 2022 · Frontiers in Neurorobotics
33. A Constituent-Centric Neural Architecture for Reading Comprehension
    Pengtao Xie, Eric P. Xing · 2017 · Proceedings of the conference - Association for Computational Linguistics. Meeting
34. An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective
    Jie Wen Zhao, Yu Su, Ziyu Guan, Huan Sun · 2017 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
35. A Simple End-to-End Question Answering Model for Product Information
    Tuan Lai, Trung Bui, Sheng Li, Nedim Lipka · 2018 · Workshop on Economics and Natural Language Processing (ECONLP)
36. Building interactive sentence-aware representation based on generative language model for community question answering
    Jinmeng Wu, Tingting Mu, Jeyan Thiyagalingam, John Yannis Goulermas · 2020 · Neurocomputing
37. Sentence Matching with Syntax- and Semantics-Aware BERT
    Tao Liu, Xin Wang, Chengguo Lv, Ranran Zhen, Guohong Fu · 2020 · International Conference on Computational Linguistics
38. SACNN: Self-attentive Convolutional Neural Network Model for Natural Language Inference
    Waris Quamer, Praphula Kumar Jain, Arpit Rai, Vijayalakshmi Saravanan, Rajendra Pamula, Chiranjeev Kumar · 2021 · ACM Transactions on Asian and Low-Resource Language Information Processing
39. Sentence Extraction-Based Machine Reading Comprehension for Vietnamese
    Phong Nguyen-Thuan, Nhat Duy Nguyen, Tin Van Huynh, Kiet Van Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen · 2021 · Lecture notes in computer science
40. ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer
    Ningning Wang, Guobing Gan, Peng Zhang, Shuai Zhang, Victor Junqiu Wei, Qun Liu, Xin Jiang · 2022 · Proceedings of the conference - Association for Computational Linguistics. Meeting
41. Refined Answer Selection Method with Attentive Bidirectional Long Short-Term Memory Network and Self-Attention Mechanism for Intelligent Medical Service Robot
    De‐Guang Wang, Ye Liang, Hengrui Ma, Fengqiang Xu · 2023 · Applied Sciences
42. On solving textual ambiguities and semantic vagueness in MRC based question answering using generative pre-trained transformers
    Muzamil Ahmed, Hikmat Ullah Khan, Tassawar Iqbal, Fawaz Khaled Alarfaj, Abdullah Alomair, Naif Almusallam · 2023 · PeerJ Computer Science
43. OASum: Large-Scale Open Domain Aspect-based Summarization
    Xianjun Yang, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Xiaoman Pan, Linda Ruth Petzold, Dong Yu · 2023 · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
44. Sanity Check
    Vikas Yadav, Rebecca Sharp, Mihai Surdeanu · 2018 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
45. Topic Augmented Neural Network for Short Text Conversation.
    Yu Wu, Wei Wu, Zhoujun Li, Ming Zhou · 2016 · arXiv (Cornell University)
46. Ranking Kernels for Structures and Embeddings: A Hybrid Preference and Classification Model
    Kateryna Tymoshenko, Daniele Bonadiman, Alessandro Moschitti · 2017 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
47. Weakly-Supervised Open-Retrieval Conversational Question Answering
    Chen Qu, Yang Liu, Cen Chen, W. Bruce Croft, Kalpesh Krishna, Mohit Iyyer · 2021 · Lecture notes in computer science
48. Understanding Questions that Arise When Working with Business Documents
    Farnaz Jahanbakhsh, Elnaz Nouri, Robert Sim, Ryen W. White, Adam Fourney · 2022 · Proceedings of the ACM on Human-Computer Interaction
49. Entity-aware answer sentence selection for question answering with transformer-based language models
    Zahra Abbasiantaeb, Saeedeh Momtazi · 2022 · Journal of Intelligent Information Systems
50. Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?
    Chengwei Qin, Shafiq Joty, Qian Li, Ruochen Zhao · 2023 · Proceedings of the conference - Association for Computational Linguistics. Meeting
51. Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection
    Massimo Nicosia, Alessandro Moschitti · 2018 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
52. Interpretable Multi-Step Reasoning with Knowledge Extraction on Complex Healthcare Question Answering
    Ye Liu, Shaika Chowdhury, Zhang, Chenwei, Cornelia Caragea, Philip S. Yu · 2020 · arXiv (Cornell University)
53. Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural Scrambled Text
    Qi Cao, Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa · 2023 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
54. Designing the Conversational Agent: Asking Follow-up Questions for Information Elicitation
    Jiaxiong Hu, Jingya Guo, Ningjing Tang, Xiaojuan Ma, Yuan Yao, Changyuan Yang, Yingqing Xu · 2024 · Proceedings of the ACM on Human-Computer Interaction
55. "Ask Me Anything": How Comcast Uses LLMs to Assist Agents in Real Time
    Scott Rome, Tianwen Chen, Raphael Tang, Luwei Zhou, Ferhan Türe · 2024 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
56. Toward Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language Models
    Akchay Srivastava, Atif M. Memon · 2024 · IEEE Access
57. Context Embeddings for Efficient Answer Generation in Retrieval-Augmented Generation
    David Rau, Shuai Wang, Hervé Déjean, Stéphane Clinchant, Jaap Kamps · 2025 · ACM International Conference on Web Search and Data Mining (WSDM)
58. HeterRAG: Heterogeneous Processing-in-Memory Acceleration for Retrieval-augmented Generation
    Chaoqiang Liu, Haifeng Liu, Dan Chen, Yu Huang, Yi Zhang, Wenjing Xiao, Xiaofei Liao, Hai Jin · 2025 · Proceedings - International Symposium on Computer Architecture/Proceedings
59. Answer triggering of factoid questions: A cognitive approach
    Kingsley Nketia Acheampong, Zhen-Hao Pan, Erqiang Zhou, Xiaoyu Li · 2016 · International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)
60. Eliciting and Understanding Cross-task Skills with Task-level Mixture-of-Experts
    Qinyuan Ye, Juan Zha, Xiang Ren · 2022 · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
61. A Survey of Datasets for Biomedical Question Answering Systems
    Muhammad Wasim, Waqar, Usman Usman · 2017 · International Journal of Advanced Computer Science and Applications
62. Learning Analogy-Preserving Sentence Embeddings for Answer Selection
    Aïssatou Diallo, Markus Zopf, Johannes Fürnkranz · 2019 · Conference on Computational Natural Language Learning
63. A Study of Optimizing Search Engine Results Through User Interaction
    Lin‐Chih Chen · 2020 · IEEE Access
64. Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL
    Yusen Zhang, Xiangyu Dong, Shuaichen Chang, Tao Yu, Peng Shi, Rui Zhang · 2020 · arXiv (Cornell University)
65. Building efficient and effective OpenQA systems for low-resource languages
    Emrah Budur, Rıza Özçelik, Dilara Soylu, Omar Khattab, Tunga Güngör, Christopher Potts · 2024 · Knowledge-Based Systems
66. Coverage of Information Extraction from Sentences and Paragraphs
    Simon Razniewski, Nitisha Jain, Paramita Mirza, Gerhard Weikum · 2019 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
67. A Quantum Expectation Value Based Language Model with Application to Question Answering
    Qin Zhao, Chenguang Hou, Changjian Liu, Peng Zhang, Ruifeng Xu · 2020 · Entropy
68. Answer Category-Aware Answer Selection for Question Answering
    Weijing Wu, Yang Deng, Yuzhi Liang, Kai Lei · 2020 · IEEE Access
69. Improving Neural Question Generation using Deep Linguistic Representation
    Wei Yuan, Tieke He, Xinyu Dai · 2021 · International World Wide Web Conference (WWW)
70. Quantum-Inspired Neural Language Representation, Matching and Understanding
    Peng Zhang, Hui Gao, Jing Zhang, Dawei Song · 2023 · Foundations and Trends® in Information Retrieval
71. Explanatory argument extraction of correct answers in resident medical exams
    Iakes Goenaga, Aitziber Atutxa, Koldo Gojenola, Maite Oronoz, Rodrigo Agerri · 2024 · Artificial Intelligence in Medicine
72. Capturing Sentence Relations for Answer Sentence Selection with Multi-Perspective Graph Encoding
    Zhixing Tian, Yuanzhe Zhang, Xinwei Feng, Wenbin Jiang, Yajuan Lyu, Kang Liu, Jun Zhao · 2020 · Proceedings of the AAAI Conference on Artificial Intelligence
73. Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains
    Weijie Yu, Chen Xu, Jun Xu, Liang Pang, Xiaopeng Gao, Xiaozhao Wang, Ji-Rong Wen · 2020 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
74. A closed-domain question answering framework using reliable resources to assist students
    Caner Derici, Yiğit Aydın, ÇİĞDEM YENİALACA, NİHAL YAĞMUR AYDIN, Günizi Kartal, Arzucan Özgür, Tunga Güngör · 2018 · Natural Language Engineering
75. Shallow and Deep Syntactic/Semantic Structures for Passage Reranking in Question-Answering Systems
    Kateryna Tymoshenko, Alessandro Moschitti · 2018 · ACM Transactions on Information Systems
76. A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection
    Daniele Bonadiman, Alessandro Moschitti · 2020 · International Conference on Computational Linguistics
77. BERTSel: Answer Selection with Pre-trained Models
    Dongfang Li, Yifei Yu, Qingcai Chen, Xinyu Li · 2019 · arXiv (Cornell University)
78. Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering
    Vikas Yadav, Rebecca Sharp, Mihai Surdeanu · 2018 · arXiv (Cornell University)
79. Query Focused Multi-Document Summarization with Distant Supervision
    Yumo Xu, Mirella Lapata · 2020 · arXiv (Cornell University)
80. Efficient pre-training objectives for Transformers
    Luca Di Liello, Matteo Gabburo, Alessandro Moschitti · 2021 · arXiv (Cornell University)
81. Proceedings of the First Workshop on Economics and Natural Language Processing
    2018
82. FarsNewsQA: a deep learning-based question answering system for the Persian news articles
    Arefeh Kazemi, Zahra Zojaji, Mahdi Malverdi, Jamshid Mozafari, Fatemeh Ebrahimi, Negin Abadani, Mohammad Reza Varasteh, Mohammad Ali Nematbakhsh · 2023 · Information Retrieval
83. Explicit Knowledge Integration for Knowledge-Aware Visual Question Answering about Named Entities
    Omar Adjali, Paul Grimal, Olivier Ferret, Sahar Ghannay, Hervé Le Borgne · 2023 · International Conference on Multimedia Retrieval
84. Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages
    Shivanshu Gupta, Yoshitomo Matsubara, Ankit Chadha, Alessandro Moschitti · 2023 · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
85. Survey of Large Language Models for Answering Questions Across Various Fields
    Pasi Shailendra, Rudra Chandra Ghosh, Rajdeep Kumar, Nitin Sharma · 2024 · International Conference on Advanced Computing and Communication Systems (ICACCS)
86. Dual-View Variational Autoencoders for Semi-Supervised Text Matching
    Zhongbin Xie, Shuai Ma · 2019 · International Joint Conference on Artificial Intelligence
87. DG2: Data Augmentation Through Document Grounded Dialogue Generation
    Qingyang Wu, Song Feng, Derek Chen, Sachindra Joshi, Luis Lastras, Yu Zhou · 2022 · Annual Meeting of the Special Interest Group on Discourse and Dialogue
88. MilkQA: A Dataset of Consumer Questions for the Task of Answer Selection
    Marcelo Criscuolo, Erick Rocha Fonseca, Sandra Maria Aluísio, Ana Carolina Speranca-Criscuolo · 2017 · Brazilian Conference on Intelligent Systems
89. MPSC: A Multiple-Perspective Semantics-Crossover Model for Matching Sentences
    Dunlu Peng, Shaohong Wu, Cong Liu · 2019 · IEEE Access
90. PerAnSel: A Novel Deep Neural Network-Based System for Persian Question Answering
    Jamshid Mozafari, Arefeh Kazemi, Parham Moradi, Mohammad Ali Nematbakhsh · 2022 · Computational Intelligence and Neuroscience
91. Worst-Case-Aware Curriculum Learning for Zero and Few Shot Transfer
    Sheng Zhang, Xin Zhang, Weiming Zhang, Anders Søgaard · 2020 · arXiv (Cornell University)
92. Efficient Fine-Tuning Large Language Models for Knowledge-Aware Response Planning
    Nguyen, Minh, Kishan, K. C., Nguyen, Toan, Chadha, Ankit, Vu, Thuy · 2023 · Lecture Notes in Computer Science
93. Human-Computer Question Answering: The Case for Quizbowl
    Jordan Lee Boyd-Graber, Shi Feng, Pedro Rodríguez · 2018 · The Springer series on challenges in machine learning
94. Length-adaptive Neural Network for Answer Selection
    Taihua Shao, Fei Cai, Honghui Chen, Maarten de Rijke · 2019 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
95. Humans Optional? Automatic Large-Scale Test Collections for Entity, Passage, and Entity-Passage Retrieval
    Laura Dietz, Jeff Dalton · 2020 · Datenbank-Spektrum
96. Attention-based Convolutional Neural Network for Answer Selection using BERT
    Hanieh Khorashadizadeh, Reza Monsefi, Shima Foolad · 2020 · Iranian Joint Congress on Fuzzy and Intelligent Systems
97. Do You Ever Get Off Track in a Conversation? The Conversational System’s Anatomy and Evaluation Metrics
    Sargam Yadav, Abhishek Kaushik · 2022 · Knowledge
98. WDRASS: A Web-scale Dataset for Document Retrieval and Answer Sentence Selection
    Zeyu Zhang, Thuy Vu, Sunil Gandhi, Ankit Chadha, Alessandro Moschitti · 2022 · ACM International Conference on Information and Knowledge Management (CIKM)
99. Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks
    Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji · 2023 · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
100. Double Retrieval and Ranking for Accurate Question Answering
     Zeyu Zhang, Thuy Vu, Alessandro Moschitti · 2023 · Findings of the Association for Computational Linguistics: EACL