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In this work we create a question answering dataset over the DBLP scholarly knowledge graph (KG).
1907
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1912
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The DBLP Computer Science Bibliography: Evolution, Research Issues, Perspectives,
M. Ley, · 2002
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Freebase: A Collaboratively Created Graph Database for Structuring Human Knowledge,
K. Bollacker, C. Evans, P. Paritosh, T. Sturge, J. Taylor, · 2008
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Large-scale semantic parsing via schema matching and lexicon extension,
Q. Cai, A. Yates, · 2013
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Semantic Parsing on Freebase from Question-Answer Pairs,
J. Berant, A. Chou, R. Frostig, P. Liang, · 2013
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Wikidata: A Free Collaborative Knowledge Base,
Vrandečić, Denny and Krötzsch, Markus, · 2014
Earlier work this paper cites.
DBpedia – A Large-Scale, Multilingual Knowledge Base Extracted from Wikipedia,
J. Lehmann, R. Isele, M. Jakob, A. Jentzsch, D. Kontokostas, P. N. Mendes, S. Hellmann, M. Morsey, P. Van Kleef, S. Auer, et al., · 2015
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Building a semantic parser overnight,
Y. Wang, J. Berant, P. Liang, · 2015
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AskNow: A Framework for Natural Language Query Formalization in SPARQL,
M. Dubey, S. Dasgupta, A. Sharma, K. Höffner, J. Lehmann, · 2016
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On Generating Characteristic-rich Question Sets for QA Evaluation,
Y. Su, H. Sun, B. Sadler, M. Srivatsa, I. Gur, Z. Yan, X. Yan, · 2016
Cited alongside, same era.
LC-QuAD: A Corpus for Complex Question Answering over Knowledge Graphs,
P. Trivedi, G. Maheshwari, M. Dubey, J. Lehmann, · 2017
Cited alongside, same era.
7th Open Challenge on Question Answering over Linked Data (QALD-7),
R. Usbeck, A.-C. N. Ngomo, B. Haarmann, A. Krithara, M. Röder, G. Napolitano, · 2017
Cited alongside, same era.
Know what you don’t know: Unanswerable questions for SQuAD,
P. Rajpurkar, R. Jia, P. Liang, · 2018
Cited alongside, same era.
Question answering on scholarly knowledge graphs,
M. Y. Jaradeh, M. Stocker, S. Auer, · 2020
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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer,
C. Raffel, N. Shazeer, A. Roberts, K. Lee, S. Narang, M. Matena, Y. Zhou, W. Li, P. J. Liu, · 2020
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Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases,
Y. Gu, S. Kase, M. Vanni, B. Sadler, P. Liang, X. Yan, Y. Su, · 2021
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Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisis,
A. Perevalov, X. Yan, L. Kovriguina, L. Jiang, A. Both, R. Usbeck, · 2022
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Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering,
P. Sen, A. F. Aji, A. Saffari, · 2022
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alphaXiv searches the wider corpus for related work and actual follow-ups.
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2018
Cited alongside, same era.
Natural questions: a benchmark for question answering research,
T. Kwiatkowski, J. Palomaki, O. Redfield, M. Collins, A. Parikh, C. Alberti, D. Epstein, I. Polosukhin, J. Devlin, K. Lee, et al., · 2019
Cited alongside, same era.
LC-QuAD 2.0: A Large Dataset for Complex Question Answering over Wikidata and DBpedia,
M. Dubey, D. Banerjee, A. Abdelkawi, J. Lehmann, · 2019
Cited alongside, same era.
KQA pro: A dataset with explicit compositional programs for complex question answering over knowledge base,
S. Cao, J. Shi, L. Pan, L. Nie, Y. Xiang, L. Hou, J. Li, B. He, H. Zhang, · 2022
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Modern Baselines for SPARQL Semantic Parsing,
D. Banerjee, P. A. Nair, J. N. Kaur, R. Usbeck, C. Biemann, · 2022
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The Value of Semantic Parse Labeling for Knowledge Base Question Answering,
W.-t. Yih, M. Richardson, C. Meek, M.-W. Chang, J. Suh, · 2033
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