PhD

thesis.bib (87262B)

---

 @article{ace_evaluation,
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 	author = {Doddington, George R and Mitchell, Alexis and Przybocki, Mark A and Ramshaw, Lance A and Strassel, Stephanie M and Weischedel, Ralph M},
 	booktitle = {lrec},
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 	number = {1},
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 	year = {2004},
 	shortseries = {\textsc{lrec}},
 	url = {https://www.ldc.upenn.edu/sites/www.ldc.upenn.edu/files/lrec2004-ace-program.pdf}
 }
 
 @inbook{age_du_capitaine,
 	title = {Lettre du 16 mai 1843 à sa sœur},
 	booktitle = {Correspondance de Gustave Flaubert},
 	author = {Louis Conard},
 	year = {1926},
 	volume = {1},
 	pages = {139--140}
 }
 
 @article{ari,
 	title = {Comparing partitions},
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 }
 
 @inbook{assisted_curation,
 	author = { Beatrice Alex and Claire Grover and Barry Haddow and Mijail Kabadjov and Ewan Klein and Michael Matthews and Stuart Roebuck and Richard Tobin and Xinglong Wang},
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 	shortseries = {\textsc{psb}}
 }
 
 @inproceedings{attention,
 	author = {Bahdanau, Dzmitry and Cho, Kyunghyun and Bengio, Yoshua},
 	editor = {Bengio, Yoshua and LeCun, Yann},
 	title = {Neural Machine Translation by Jointly Learning to Align and Translate},
 	booktitle = {3rd International Conference on Learning Representations (\textsc{iclr}), Conference Track Proceedings},
 	eventdate = {2015-05-07/2015-05-09},
 	location = {San Diego, \textsc{ca}, \textsc{usa}},
 	shortseries = {\textsc{iclr}},
 	year = {2015},
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 }
 
 @inproceedings{bert,
 	title = {\textsc{bert}: Pre-training of Deep Bidirectional Transformers for Language Understanding},
 	author = {Devlin, Jacob and Chang, Ming-Wei and Lee, Kenton and Toutanova, Kristina},
 	booktitle = {Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)},
 	shortseries = {\textsc{naacl}},
 	month = {6},
 	year = {2019},
 	address = {Minneapolis, Minnesota},
 	publisher = {Association for Computational Linguistics},
 	url = {https://www.aclweb.org/anthology/N19-1423},
 	doi = {10.18653/v1/N19-1423},
 	pages = {4171--4186},
 }
 
 @inproceedings{beta_vae,
 	title = {\(\beta\)-\textsc{vae}: Learning Basic Visual Concepts with a Constrained Variational Framework},
 	author = {Higgins, Irina and Matthey, Loic and Pal, Arka and Burgess, Christopher and Glorot, Xavier and Botvinick, Matthew and Mohamed, Shakir and Lerchner, Alexander},
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 	year = {2017},
 	shortseries = {\textsc{iclr}},
 	url = {https://openreview.net/forum?id=Sy2fzU9gl}
 }
 
 @inproceedings{bcubed,
 	title = {Entity-Based Cross-Document Coreferencing Using the Vector Space Model},
 	author = {Amit Bagga and Breck Baldwin},
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 	month = {8},
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 	address = {Montreal, Quebec, Canada},
 	publisher = {Association for Computational Linguistics},
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 	shortseries = {\textsc{acl}},
 	pages = {79--85}
 }
 
 @misc{binding_symbolic,
 	title={On the Binding Problem in Artificial Neural Networks}, 
 	author={Klaus Greff and Sjoerd van Steenkiste and Jürgen Schmidhuber},
 	year={2020},
 	eprint={2012.05208},
 	archivePrefix={arXiv},
 	primaryClass={cs.NE}
 }
 
 @article{biobert,
 	author = {Lee, Jinhyuk and Yoon, Wonjin and Kim, Sungdong and Kim, Donghyeon and Kim, Sunkyu and So, Chan Ho and Kang, Jaewoo},
 	title = {Bio\textsc{bert}: a pre-trained biomedical language representation model for biomedical text mining},
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 	number = {4},
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 	year = {2019},
 	month = {09},
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 	doi = {10.1093/bioinformatics/btz682},
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 }
 
 @inproceedings{blogcatalog,
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 	booktitle = {Proceedings of the 15th \textsc{acm} \textsc{sigkdd} International Conference on Knowledge Discovery and Data Mining},
 	pages = {817--826},
 	numpages = {10},
 	location = {Paris, France},
 	shortseries = {\textsc{kdd}},
 	series = {\textsc{kdd} '09}
 }
 
 @article{bpe,
 	title = {A new algorithm for data compression},
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 @inproceedings{bpr,
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 	pages = {452--461},
 	numpages = {10},
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 	doi = {10.5555/1795114.1795167},
 	url = {https://dl.acm.org/doi/pdf/10.5555/1795114.1795167},
 }
 
 @book{calvinandhobbes,
 	title = {Calvin and Hobbes},
 	author = {Bill Watterson},
 	date = {1992-05-17}
 }
 
 @inbook{cat,
 	title = {{Cheshire Cat details from the Tree Above Alice}},
 	booktitle = {The Nursery ``Alice''},
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 }
 
 @inproceedings{charrnn,
 	author = {Sutskever, Ilya and Martens, James and Hinton, Geoffrey},
 	title = {Generating Text with Recurrent Neural Networks},
 	booktitle = {Proceedings of the 28th International Conference on Machine Learning (\textsc{icml}-11)},
 	shortseries = {\textsc{icml}},
 	year = {2011},
 	editor = {Lise Getoor and Tobias Scheffer},
 	location = {Bellevue, Washington, \textsc{usa}},
 	isbn = {978-1-4503-0619-5},
 	month = {6},
 	publisher = {Association for Computing Machinery},
 	address = {New York, \textsc{ny}, \textsc{usa}},
 	pages = {1017--1024},
 }
 
 @inproceedings{chebnet,
 	author = {Defferrard, Michaël and Bresson, Xavier and Vandergheynst, Pierre},
 	booktitle = {Advances in Neural Information Processing Systems},
 	editor = {D. Lee and M. Sugiyama and U. Luxburg and I. Guyon and R. Garnett},
 	publisher = {Curran Associates, Inc.},
 	title = {Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering},
 	url = {https://proceedings.neurips.cc/paper/2016/file/04df4d434d481c5bb723be1b6df1ee65-Paper.pdf},
 	volume = {29},
 	shortseries = {\textsc{n}eur\textsc{ips}},
 	year = {2016}
 }
 
 @article{chinese_ontology,
 	author = {Chris Fraser},
 	journal = {Philosophy East and West},
 	number = {4},
 	pages = {420--456},
 	publisher = {University of Hawai'i Press},
 	title = {Language and Ontology in Early Chinese Thought},
 	volume = {57},
 	year = {2007},
 	issn = {00318221, 15291898},
 	url = {http://www.jstor.org/stable/20109423}
 }
 
 @inproceedings{cnn_classification,
 	title = {Convolutional Neural Networks for Sentence Classification},
 	author = {Kim, Yoon},
 	booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (\textsc{emnlp})},
 	shortseries = {\textsc{emnlp}},
 	month = {10},
 	year = {2014},
 	address = {Doha, Qatar},
 	publisher = {Association for Computational Linguistics},
 	url = {https://www.aclweb.org/anthology/D14-1181},
 	doi = {10.3115/v1/D14-1181},
 	pages = {1746--1751},
 }
 
 @inproceedings{cnn_imagenet,
 	author = {Krizhevsky, Alex and Sutskever, Ilya and Hinton, Geoffrey E},
 	booktitle = {Advances in Neural Information Processing Systems},
 	editor = {F. Pereira and C. J. C. Burges and L. Bottou and K. Q. Weinberger},
 	publisher = {Curran Associates, Inc.},
 	title = {ImageNet Classification with Deep Convolutional Neural Networks},
 	url = {https://proceedings.neurips.cc/paper/2012/file/c399862d3b9d6b76c8436e924a68c45b-Paper.pdf},
 	volume = {25},
 	year = {2012}
 }
 
 @article{commonsense,
 	title = {Programs with common sense},
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 	year = {1959},
 	url = {http://www-formal.stanford.edu/jmc/mcc59/mcc59.html}
 }
 
 
 @article{complete_linkage,
 	title = {An efficient algorithm for a complete link method},
 	author = {Daniel Defays},
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 	volume = {20},
 	number = {4},
 	pages = {364--366},
 	year = {1977},
 	publisher = {Oxford University Press}
 }
 
 @inproceedings{concept_backprop,
 	title = {Learning distributed representations of concepts},
 	author = {Hinton, Geoffrey E},
 	booktitle = {Proceedings of the eighth annual conference of the cognitive science society},
 	volume = {1},
 	pages = {12},
 	year = {1986},
 	organization = {Amherst, \textsc{ma}, \textsc{usa}},
 	url = {https://www.cs.toronto.edu/~hinton/absps/families.pdf}
 }
 
 
 @inproceedings{conditional_vae,
 	author = {Sohn, Kihyuk and Lee, Honglak and Yan, Xinchen},
 	booktitle = {Advances in Neural Information Processing Systems},
 	editor = {C. Cortes and N. Lawrence and D. Lee and M. Sugiyama and R. Garnett},
 	publisher = {Curran Associates, Inc.},
 	title = {Learning Structured Output Representation using Deep Conditional Generative Models},
 	url = {https://proceedings.neurips.cc/paper/2015/file/8d55a249e6baa5c06772297520da2051-Paper.pdf},
 	volume = {28},
 	shortseries = {\textsc{n}eur\textsc{ips}},
 	year = {2015}
 }
 
 @online{constraints_design,
 	author = {Maciej Cegłowski},
 	title = {Web Design: The First 100 Years},
 	year = {2014},
 	url = {https://idlewords.com/talks/web_design_first_100_years.htm}
 }
 
 @inproceedings{cove,
 	author = {McCann, Bryan and Bradbury, James and Xiong, Caiming and Socher, Richard},
 	booktitle = {Advances in Neural Information Processing Systems},
 	editor = {I. Guyon and U. V. Luxburg and S. Bengio and H. Wallach and R. Fergus and S. Vishwanathan and R. Garnett},
 	publisher = {Curran Associates, Inc.},
 	title = {Learned in Translation: Contextualized Word Vectors},
 	url = {https://proceedings.neurips.cc/paper/2017/file/20c86a628232a67e7bd46f76fba7ce12-Paper.pdf},
 	volume = {30},
 	year = {2017}
 }
 
 @article{dae,
  author = {Pascal Vincent and Hugo Larochelle and Isabelle Lajoie and Yoshua Bengio and Pierre-Antoine Manzagol},
  title = {Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion},
  journal = {Journal of Machine Learning Research},
  year = {2010},
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  number = {110},
  pages = {3371--3408},
  url = {http://jmlr.org/papers/v11/vincent10a.html}
 }
 
 @inproceedings{dbpedia,
 	author={Auer, Sören and Bizer, Christian and Kobilarov, Georgi and Lehmann, Jens and Cyganiak, Richard and Ives, Zachary},
 	booktitle = {Proceedings of 6th International Semantic Web Conference, 2nd Asian Semantic Web Conference (\textsc{iswc}+\textsc{aswc} 2007)},
 	doi = {10.1007/978-3-540-76298-0\_52},
 	url = {http://iswc2007.semanticweb.org/papers/715.pdf},
 	journal = {The Semantic Web},
 	month = {11},
 	pages = {722--735},
 	title = {\textsc{db}pedia: A Nucleus for a Web of Open Data},
 	year = {2008}
 }
 
 @inproceedings{dbpedia_abstracts,
 	title = {\textsc{db}pedia Abstracts: A Large-Scale, Open, Multilingual \textsc{nlp} Training Corpus},
 	author = {Brümmer, Martin  and Dojchinovski, Milan  and Hellmann, Sebastian},
 	booktitle = {Proceedings of the Tenth International Conference on Language Resources and Evaluation (\textsc{lrec}'16)},
 	month = {5},
 	year = {2016},
 	address = {Portorož, Slovenia},
 	publisher = {European Language Resources Association (\textsc{elra})},
 	url = {https://aclanthology.org/L16-1532},
 	pages = {3339--3343}
 }
 
 @inproceedings{dec,
 	title = {Unsupervised Deep Embedding for Clustering Analysis},
 	author = {Xie, Junyuan and Girshick, Ross and Farhadi, Ali},
 	booktitle = {Proceedings of The 33rd International Conference on Machine Learning},
 	pages = {478--487},
 	year = {2016},
 	editor = {Balcan, Maria Florina and Weinberger, Kilian Q.},
 	volume = {48},
 	series = {Proceedings of Machine Learning Research},
 	address = {New York, New York, \textsc{usa}},
 	month = {6},
 	publisher = {\textsc{pmlr}},
 	shortseries = {\textsc{icml}},
 	url = {https://proceedings.mlr.press/v48/xieb16.html}
 }
 
 @article{deepbeeliefnets,
 	author = {Hinton, Geoffrey E. and Osindero, Simon and Teh, Yee-Whye},
 	title = {A Fast Learning Algorithm for Deep Belief Nets},
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 	number = {7},
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 	doi = {10.1162/neco.2006.18.7.1527},
 	shortseries = {\textsc{neco}},
 	url = {https://direct.mit.edu/neco/article/18/7/1527/7065}
 }
 
 @inproceedings{deepwalk,
 	author = {Perozzi, Bryan and Al-Rfou, Rami and Skiena, Steven},
 	title = {DeepWalk: Online Learning of Social Representations},
 	year = {2014},
 	isbn = {9781450329569},
 	publisher = {Association for Computing Machinery},
 	address = {New York, \textsc{ny}, \textsc{usa}},
 	url = {https://dl.acm.org/doi/pdf/10.1145/2623330.2623732},
 	doi = {10.1145/2623330.2623732},
 	booktitle = {Proceedings of the 20th \textsc{acm} \textsc{sigkdd} International Conference on Knowledge Discovery and Data Mining},
 	pages = {701--710},
 	location = {New York, \textsc{ny}, \textsc{usa}},
 	shortseries = {\textsc{kdd}}
 }
 
 @article{demorgan_syllogism3,
 	title = {On the Syllogism, No.~III, and on Logic in general},
 	author = {Augustus De Morgan},
 	journal = {Transactions of the Cambridge Philosophical Society},
 	pages = {173--230},
 	publisher = {University Press},
 	volume = {10},
 	year = {1864}
 }
 
 
 @inproceedings{dipre,
 	author = {Brin, Sergey},
 	editor = {Atzeni, Paolo and Mendelzon, Alberto and Mecca, Giansalvatore},
 	title = {Extracting Patterns and Relations from the World Wide Web},
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 	year = {1999},
 	publisher = {Springer Berlin Heidelberg},
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 	isbn = {978-3-540-48909-2},
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 }
 
 @inproceedings{dirt,
 	author = {Lin, Dekang and Pantel, Patrick},
 	title = {\textsc{dirt} -- Discovery of Inference Rules from Text},
 	year = {2001},
 	isbn = {158113391X},
 	publisher = {Association for Computing Machinery},
 	address = {New York, \textsc{ny}, \textsc{usa}},
 	url = {http://www.patrickpantel.com/download/papers/2001/kdd01-1.pdf},
 	doi = {10.1145/502512.502559},
 	booktitle = {Proceedings of the Seventh \textsc{acm} \textsc{sigkdd} International Conference on Knowledge Discovery and Data Mining},
 	pages = {323--328},
 	numpages = {6},
 	location = {San Francisco, California},
 	shortseries = {\textsc{kdd}}
 }
 
 @inproceedings{distant,
 	title = {Distant supervision for relation extraction without labeled data},
 	author = {Mintz, Mike and Bills, Steven and Snow, Rion and Jurafsky, Daniel},
 	booktitle = {Proceedings of the Joint Conference of the 47th Annual Meeting of the \textsc{acl} and the 4th International Joint Conference on Natural Language Processing of the \textsc{afnlp}},
 	month = {8},
 	year = {2009},
 	address = {Suntec, Singapore},
 	publisher = {Association for Computational Linguistics},
 	shortseries = {\textsc{acl}},
 	url = {https://aclanthology.org/P09-1113},
 	pages = {1003--1011}
 }
 
 @inproceedings{distant_early,
 	title = {Constructing biological knowledge bases by extracting information from text sources},
 	author = {Mark Craven and Johan Kumlien},
 	booktitle = {Proceedings of the Seventh International Conference on Intelligent Systems for Molecular Biology},
 	volume = {1999},
 	pages = {77--86},
 	shortseries = {\textsc{ismb}},
 	year = {1999},
 	url = {https://www.aaai.org/Papers/ISMB/1999/ISMB99-010.pdf}
 }
 
 @article{distributional_hypothesis,
 	author = {Zellig S. Harris},
 	title = {Distributional Structure},
 	journal = {\textsc{word}},
 	volume = {10},
 	number = {2--3},
 	pages = {146--162},
 	year  = {1954},
 	publisher = {Routledge},
 	doi = {10.1080/00437956.1954.11659520}
 }
 
 @inproceedings{elmo,
 	title = {Deep Contextualized Word Representations},
 	author = {Peters, Matthew and Neumann, Mark and Iyyer, Mohit and Gardner, Matt and Clark, Christopher and Lee, Kenton and Zettlemoyer, Luke},
 	booktitle = {Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)},
 	shortseries = {\textsc{naacl}},
 	month = {6},
 	year = {2018},
 	address = {New Orleans, Louisiana},
 	publisher = {Association for Computational Linguistics},
 	url = {https://www.aclweb.org/anthology/N18-1202},
 	doi = {10.18653/v1/N18-1202},
 	pages = {2227--2237}
 }
 
 @inproceedings{epgnn,
 	title = {Improving Relation Classification by Entity Pair Graph},
 	author = {Zhao, Yi and Wan, Huaiyu and Gao, Jianwei and Lin, Youfang},
 	booktitle = {Proceedings of The Eleventh Asian Conference on Machine Learning},
 	pages = {1156--1171},
 	year = {2019},
 	editor = {Lee, Wee Sun and Suzuki, Taiji},
 	volume = {101},
 	series = {Proceedings of Machine Learning Research},
 	month = {11},
 	pdf = {http://proceedings.mlr.press/v101/zhao19a/zhao19a.pdf},
 	shortseries = {\textsc{pmlr}},
 	url = {https://proceedings.mlr.press/v101/zhao19a.html}
 }
 
 @article{fasttext,
 	title = {Enriching Word Vectors with Subword Information},
 	author = {Bojanowski, Piotr and Grave, Edouard and Joulin, Armand and Mikolov, Tomas},
 	journal = {Transactions of the Association for Computational Linguistics},
 	volume = {5},
 	year = {2017},
 	url = {https://www.aclweb.org/anthology/Q17-1010},
 	doi = {10.1162/tacl_a_00051},
 	pages = {135--146}
 }
 
 @book{faustroll,
 	title = {Gestes et opinions du docteur Faustroll},
 	author = {Alfred Jarry},
 	year = {1911}
 }
 
 @inproceedings{fewrel,
 	title = {{F}ew{R}el: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation},
 	author = {Han, Xu and Zhu, Hao and Yu, Pengfei and Wang, Ziyun and Yao, Yuan and Liu, Zhiyuan and Sun, Maosong},
 	booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing},
 	month = {10},
 	year = {2018},
 	address = {Brussels, Belgium},
 	publisher = {Association for Computational Linguistics},
 	url = {https://aclanthology.org/D18-1514},
 	doi = {10.18653/v1/D18-1514},
 	shortseries = {\textsc{emnlp}},
 	pages = {4803--4809}
 }
 
 @inproceedings{fewrel2,
 	title = {{F}ew{R}el 2.0: Towards More Challenging Few-Shot Relation Classification},
 	author = {Gao, Tianyu and Han, Xu and Zhu, Hao and Liu, Zhiyuan and Li, Peng and Sun, Maosong and Zhou, Jie},
 	booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (\textsc{emnlp}-\textsc{ijcnlp})},
 	month = {11},
 	year = {2019},
 	address = {Hong Kong, China},
 	publisher = {Association for Computational Linguistics},
 	url = {https://aclanthology.org/D19-1649},
 	doi = {10.18653/v1/D19-1649},
 	shortseries = {\textsc{emnlp}},
 	pages = {6250--6255}
 }
 
 @inproceedings{fitb,
 	title = {Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses},
 	author = {Étienne Simon and Vincent Guigue and Benjamin Piwowarski},
 	booktitle = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
 	month = {7},
 	year = {2019},
 	location = {Florence, Italy},
 	publisher = {Association for Computational Linguistics},
 	url = {https://www.aclweb.org/anthology/P19-1133},
 	doi = {10.18653/v1/P19-1133},
 	shortseries = {\textsc{acl}},
 	pages = {1378--1387}
 }
 
 @inproceedings{freebase,
 	address = {New York, \textsc{ny}, \textsc{usa}},
 	author = {Bollacker, Kurt and Evans, Colin and Paritosh, Praveen and Sturge, Tim and Taylor, Jamie},
 	booktitle = {\textsc{sigmod} '08: Proceedings of the 2008 \textsc{acm} \textsc{sigmod} international conference on Management of data},
 	doi = {10.1145/1376616.1376746},
 	isbn = {978-1-60558-102-6},
 	location = {Vancouver, Canada},
 	pages = {1247--1250},
 	publisher = {Association for Computing Machinery},
 	title = {Freebase: a collaboratively created graph database for structuring human knowledge},
 	url = {https://dl.acm.org/doi/pdf/10.1145/1376616.1376746},
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 }
 
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 	year = {2017},
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 	archivePrefix = {arXiv},
 	primaryClass = {cs.DB}
 }
 
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 	primaryClass={cs.DS}
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 	publisher = {Association for Computational Linguistics},
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 	shortseries = {\textsc{acl}},
 	pages = {2895--2905}
 }
 
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 }
 
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 	pages = {541--550},
 }
 
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 	year = {2013}
 }
 
 @dataset{nyt,
 	title = {The New York Times Annotated Corpus},
 	author = {Evan Sandhaus},
 	number = {LDC2008T19},
 	url = {https://catalog.ldc.upenn.edu/LDC2008T19},
 	year = {2008},
 	publisher = {Linguistic Data Consortium},
 	location = {Philadelphia},
 	doi = {10.35111/77ba-9x74},
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 	shortseries = {\textsc{ldc}},
 }
 
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 	pages = {2670--2676},
 	url = {https://www.aaai.org/Papers/IJCAI/2007/IJCAI07-429.pdf},
 	location = {Hyderabad, India},
 }
 
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 }
 
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 	pages = {423--430}
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 @inproceedings{pcnn,
 	title = {Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks},
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 	month = {9},
 	year = {2015},
 	address = {Lisbon, Portugal},
 	publisher = {Association for Computational Linguistics},
 	url = {https://aclanthology.org/D15-1203},
 	doi = {10.18653/v1/D15-1203},
 	shortseries = {\textsc{emnlp}},
 	pages = {1753--1762}
 }
 
 @inproceedings{pcnn_attention,
 	title = {Neural Relation Extraction with Selective Attention over Instances},
 	author = {Yankai Lin and Shiqi Shen and Zhiyuan Liu and Huanbo Luan and Maosong Sun},
 	booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
 	month = {8},
 	year = {2016},
 	address = {Berlin, Germany},
 	publisher = {Association for Computational Linguistics},
 	url = {https://aclanthology.org/P16-1200},
 	doi = {10.18653/v1/P16-1200},
 	shortseries = {\textsc{acl}},
 	pages = {2124--2133}
 }
 
 @inproceedings{planetoid,
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 	year = {2016},
 	editor = {Balcan, Maria Florina and Weinberger, Kilian Q.},
 	volume = {48},
 	series = {Proceedings of Machine Learning Research},
 	address = {New York, \textsc{ny}, \textsc{usa}},
 	month = {6},
 	publisher = {\textsc{pmlr}},
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 	shortseries = {\textsc{icml}}
 }
 
 @inproceedings{prepositions_francais,
 	title = {La couleur des prépositions à et de},
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 	url = {https://www.cairn.info/load_pdf.php?ID_ARTICLE=LF_157_0074},
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 	doi = {10.3917/lf.157.0074}
 }
 
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 	title = {Prototypical Representation Learning for Relation Extraction},
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 	url = {https://openreview.net/forum?id=aCgLmfhIy_f}
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 @inproceedings{rellda,
 	title = {Structured Relation Discovery using Generative Models},
 	author = {Limin Yao and Aria Haghighi and Sebastian Riedel and Andrew McCallum},
 	booktitle = {Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing},
 	month = {7},
 	year = {2011},
 	address = {Edinburgh, Scotland, \textsc{uk}},
 	publisher = {Association for Computational Linguistics},
 	url = {https://aclanthology.org/D11-1135},
 	shortseries = {\textsc{emnlp}},
 	pages = {1456--1466}
 }
 
 @inproceedings{rellda_sense,
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 	month = {7},
 	year = {2012},
 	address = {Jeju Island, Korea},
 	publisher = {Association for Computational Linguistics},
 	url = {https://aclanthology.org/P12-1075},
 	shortseries = {\textsc{acl}},
 	pages = {712--720}
 }
 
 @inproceedings{relu,
 	title = {Deep Sparse Rectifier Neural Networks},
 	author = {Glorot, Xavier and Bordes, Antoine and Bengio, Yoshua},
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 	pages = {315--323},
 	year = {2011},
 	editor = {Gordon, Geoffrey and Dunson, David and Dudík, Miroslav},
 	volume = {15},
 	series = {Proceedings of Machine Learning Research},
 	address = {Fort Lauderdale, \textsc{fl}, \textsc{usa}},
 	eventdate = {2011-04-11/2011-04-13},
 	url = {http://proceedings.mlr.press/v15/glorot11a.html}
 }
 
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 	author = {Maximilian Nickel and Volker Tresp and Hans-Peter Kriegel},
 	title = {A Three-Way Model for Collective Learning on Multi-Relational Data},
 	booktitle = {Proceedings of the 28th International Conference on Machine Learning (\textsc{icml}-11)},
 	shortseries = {\textsc{icml}},
 	year = {2011},
 	editor = {Lise Getoor and Tobias Scheffer},
 	location = {Bellevue, \textsc{wa}, \textsc{usa}},
 	isbn = {978-1-4503-0619-5},
 	month = {6},
 	publisher = {\textsc{acm}},
 	address = {New York, \textsc{ny}, \textsc{usa}},
 	pages= {809--816},
 	url = {https://icml.cc/2011/papers/438_icmlpaper.pdf}
 }
 
 @inproceedings{rgcn,
 	author = {Schlichtkrull, Michael and Kipf, Thomas N. and Bloem, Peter and van den Berg, Rianne and Titov, Ivan and Welling, Max},
 	editor = {Gangemi, Aldo and Navigli, Roberto and Vidal, Maria-Esther and Hitzler, Pascal and Troncy, Raphaël and Hollink, Laura and Tordai, Anna and Alam, Mehwish},
 	title = {Modeling Relational Data with Graph Convolutional Networks},
 	booktitle = {The Semantic Web},
 	year = {2018},
 	publisher = {Springer International Publishing},
 	address = {Cham},
 	pages = {593--607},
 	url = {https://arxiv.org/pdf/1703.06103.pdf},
 	isbn = {978-3-319-93417-4}
 }
 
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 	author = {William M. Rand},
 	title = {Objective Criteria for the Evaluation of Clustering Methods},
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 }
 
 @inproceedings{rmvs,
 	title = {Semantic Compositionality through Recursive Matrix-Vector Spaces},
 	author = {Socher, Richard and Huval, Brody and Manning, Christopher D. and Ng, Andrew Y.},
 	booktitle = {Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning},
 	month = {7},
 	year = {2012},
 	address = {Jeju Island, Korea},
 	publisher = {Association for Computational Linguistics},
 	url = {https://aclanthology.org/D12-1110},
 	pages = {1201--1211}
 }
 
 
 @inproceedings{selfore,
 	title = {{S}elf\textsc{ore}: Self-supervised Relational Feature Learning for Open Relation Extraction},
 	author = {Xuming Hu and Lijie Wen and Yusong Xu and Chenwei Zhang and Philip Yu},
 	booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (\textsc{emnlp})},
 	month = {11},
 	year = {2020},
 	address = {Online},
 	publisher = {Association for Computational Linguistics},
 	url = {https://aclanthology.org/2020.emnlp-main.299},
 	doi = {10.18653/v1/2020.emnlp-main.299},
 	shortseries = {\textsc{emnlp}},
 	pages = {3673--3682}
 }
 
 @online{selfsupervised,
 	author = {Yann LeCun and Ishan Misra},
 	title = {Self-supervised learning: The dark matter of intelligence},
 	date = {2021-03-04},
 	url = {https://ai.facebook.com/blog/self-supervised-learning-the-dark-matter-of-intelligence},
 	urldate = {2021-11-08}
 }
 
 @inproceedings{semeval2010task8,
 	title = {{S}em{E}val-2010 Task 8: Multi-Way Classification of Semantic Relations between Pairs of Nominals},
 	author = {Hendrickx, Iris and Kim, Su Nam and Kozareva, Zornitsa and Nakov, Preslav and Ó Séaghdha, Diarmuid and Padó, Sebastian and Pennacchiotti, Marco and Romano, Lorenza and Szpakowicz, Stan},
 	booktitle = {Proceedings of the 5th International Workshop on Semantic Evaluation},
 	month = {7},
 	year = {2010},
 	address = {Uppsala, Sweden},
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 }
 
 @incollection{sep_meaning,
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 }
 
 @incollection{sep_medieval_categories,
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 }
 
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 @misc{ship_of_theseus,
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 @misc{span_prediction,
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 	author = {Amir DN Cohen and Shachar Rosenman and Yoav Goldberg},
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 	note = {Under review for \textsc{acl}~2022.},
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 @inproceedings{spotlight,
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 }
 
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 }
 
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 @inproceedings{textrunner_assessor,
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 @inproceedings{textrunner_synonym,
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 @inproceedings{text_to_text_re,
 	title = {Neural Relation Extraction for Knowledge Base Enrichment},
 	author = {Trisedya, Bayu Distiawan and Weikum, Gerhard and Qi, Jianzhong and Zhang, Rui},
 	booktitle = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
 	month = {7},
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 	pages = {229--240}
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 	author={Henri Poincaré},
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 	publisher={Gauthier-Villars}
 }
 
 @thesis{these_boulanger,
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 	year = {1897},
 	type = {Thèses de doctorat},
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 }
 
 @misc{time_aware_re,
 	title = {Towards Time-Aware Distant Supervision for Relation Extraction}, 
 	author = {Tianwen Jiang and Sendong Zhao and Jing Liu and Jin-Ge Yao and Ming Liu and Bing Qin and Ting Liu and Chin-Yew Lin},
 	year = {2019},
 	eprint = {1903.03289},
 	archivePrefix = {arXiv},
 	primaryClass = {cs.CL}
 }
 
 @inproceedings{transe,
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 	editor = {C. J. C. Burges and L. Bottou and M. Welling and Z. Ghahramani and K. Q. Weinberger},
 	shortseries = {\textsc{n}eur\textsc{ips}},
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 	volume = {26},
 	year = {2013}
 }
 
 @inproceedings{transformers,
 	author = {Vaswani, Ashish and Shazeer, Noam and Parmar, Niki and Uszkoreit, Jakob and Jones, Llion and Gomez, Aidan N and Kaiser, Łukasz and Polosukhin, Illia},
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 	shortseries = {\textsc{n}eur\textsc{ips}},
 	editor = {I. Guyon and U. V. Luxburg and S. Bengio and H. Wallach and R. Fergus and S. Vishwanathan and R. Garnett},
 	publisher = {Curran Associates, Inc.},
 	title = {Attention is All you Need},
 	url = {https://proceedings.neurips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf},
 	volume = {30},
 	year = {2017}
 }
 
 @inproceedings{transh,
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 	location = {Qu\'{e}bec City, Qu\'{e}bec, Canada},
 	series = {\textsc{aaai}'14}
 }
 
 @inproceedings{transr,
 	author = {Lin, Yankai and Liu, Zhiyuan and Sun, Maosong and Liu, Yang and Zhu, Xuan},
 	title = {Learning Entity and Relation Embeddings for Knowledge Graph Completion},
 	year = {2015},
 	isbn = {0262511290},
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 	location = {Austin, Texas},
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 }
 
 @inproceedings{trex,
 	title = {\textsc{t-re}x: A Large Scale Alignment of Natural Language with Knowledge Base Triples},
 	author = {Hady Elsahar and Pavlos Vougiouklis and Arslen Remaci and Christophe Gravier and Jonathon Hare and Frederique Laforest and Elena Simperl},
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 	month = {5},
 	year = {2018},
 	address = {Miyazaki, Japan},
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 }
 
 @article{turing_test,
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 }
 
 @article{unified_nlp,
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 @inproceedings{universal_schemas,
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 @inproceedings{v-measure,
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 @inproceedings{vae,
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 	editor = {Yoshua Bengio and Yann LeCun},
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 @inproceedings{vae_re2,
 	title = {Unsupervised Relation Extraction: A Variational Autoencoder Approach},
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 @inproceedings{weisfeiler-leman_sparse,
 	author = {Morris, Christopher and Rattan, Gaurav and Mutzel, Petra},
 	booktitle = {Advances in Neural Information Processing Systems},
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 @inproceedings{weisfeiler-leman_wasserstein,
 	author = {Togninalli, Matteo and Ghisu, Elisabetta and Llinares-López, Felipe and Rieck, Bastian and Borgwardt, Karsten},
 	booktitle = {Advances in Neural Information Processing Systems},
 	editor = {H. Wallach and H. Larochelle and A. Beygelzimer and F. d\textquotesingle Alch\'{e}-Buc and E. Fox and R. Garnett},
 	publisher = {Curran Associates, Inc.},
 	title = {Wasserstein Weisfeiler-Lehman Graph Kernels},
 	url = {https://proceedings.neurips.cc/paper/2019/file/73fed7fd472e502d8908794430511f4d-Paper.pdf},
 	volume = {32},
 	year = {2019}
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 @inproceedings{wmt2010,
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 	booktitle = {Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and {M}etrics\textsc{matr}},
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 	address = {Uppsala, Sweden},
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 @inproceedings{wmt2020,
 	title = {Findings of the 2020 Conference on Machine Translation (\textsc{wmt}20)},
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 	booktitle = {Proceedings of the Fifth Conference on Machine Translation},
 	month = {11},
 	year = {2020},
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 @misc{word2vec,
 	title = {Efficient Estimation of Word Representations in Vector Space},
 	author = {Mikolov, Tomas and Chen, Kai and Corrado, Greg and Dean, Jeffrey},
 	year = {2013},
 	eprint = {1301.3781},
 	archivePrefix = {arXiv},
 	primaryClass = {cs.CL}
 }
 
 @inproceedings{word2vec_follow-up,
 	author = {Mikolov, Tomas and Sutskever, Ilya and Chen, Kai and Corrado, Greg S and Dean, Jeff},
 	booktitle = {Advances in Neural Information Processing Systems},
 	editor = {C. J. C. Burges and L. Bottou and M. Welling and Z. Ghahramani and K. Q. Weinberger},
 	publisher = {Curran Associates, Inc.},
 	title = {Distributed Representations of Words and Phrases and their Compositionality},
 	shortseries = {\textsc{n}eur\textsc{ips}},
 	url = {https://proceedings.neurips.cc/paper/2013/file/9aa42b31882ec039965f3c4923ce901b-Paper.pdf},
 	volume = {26},
 	year = {2013}
 }
 
 @inproceedings{word2vec_pmi,
 	title = {Neural Word Embedding as Implicit Matrix Factorization},
 	author = {Levy, Omer and Goldberg, Yoav},
 	booktitle = {Advances in Neural Information Processing Systems},
 	editor = {Z. Ghahramani and M. Welling and C. Cortes and N. Lawrence and K. Q. Weinberger},
 	publisher = {Curran Associates, Inc.},
 	shortseries = {\textsc{n}eur\textsc{ips}},
 	url = {https://proceedings.neurips.cc/paper/2014/file/feab05aa91085b7a8012516bc3533958-Paper.pdf},
 	volume = {27},
 	year = {2014}
 }
 
 @article{wordnet,
 	author = {Miller, George A.},
 	title = {WordNet: A Lexical Database for English},
 	year = {1995},
 	publisher = {Association for Computing Machinery},
 	address = {New York, \textsc{ny}, \textsc{usa}},
 	volume = {38},
 	number = {11},
 	issn = {0001-0782},
 	doi = {10.1145/219717.219748},
 	journal = {Communications of the \textsc{acm}},
 	month = {11},
 	pages = {39--41}
 }
 
 @inproceedings{xlm,
 	author = {Conneau, Alexis and Lample, Guillaume},
 	booktitle = {Advances in Neural Information Processing Systems},
 	editor = {H. Wallach and H. Larochelle and A. Beygelzimer and F. d\textquotesingle Alché-Buc and E. Fox and R. Garnett},
 	publisher = {Curran Associates, Inc.},
 	title = {Cross-lingual Language Model Pretraining},
 	url = {https://proceedings.neurips.cc/paper/2019/file/c04c19c2c2474dbf5f7ac4372c5b9af1-Paper.pdf},
 	volume = {32},
 	year = {2019}
 }
 
 @inproceedings{xlnet,
 	author = {Yang, Zhilin and Dai, Zihang and Yang, Yiming and Carbonell, Jaime and Salakhutdinov, Russ R and Le, Quoc V},
 	booktitle = {Advances in Neural Information Processing Systems},
 	editor = {H. Wallach and H. Larochelle and A. Beygelzimer and F. d\textquotesingle Alché-Buc and E. Fox and R. Garnett},
 	publisher = {Curran Associates, Inc.},
 	title = {\textsc{xln}et: Generalized Autoregressive Pretraining for Language Understanding},
 	url = {https://proceedings.neurips.cc/paper/2019/file/dc6a7e655d7e5840e66733e9ee67cc69-Paper.pdf},
 	volume = {32},
 	year = {2019}
 }