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references.bib
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@inproceedings{kundu2018amanda,
author = {Souvik Kundu and
Hwee Tou Ng},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {A Question-Focused Multi-Factor Attention Network for Question Answering},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {5828--5835},
publisher = {{AAAI} Press},
year = {2018},
url = {https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/17226},
timestamp = {Tue, 23 Oct 2018 06:42:15 +0200},
biburl = {https://dblp.org/rec/bib/conf/aaai/KunduN18},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{kundu2018namanda,
title = "A Nil-Aware Answer Extraction Framework for Question Answering",
author = "Kundu, Souvik and
Ng, Hwee Tou",
booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing",
month = oct # "-" # nov,
year = "2018",
address = "Brussels, Belgium",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D18-1456",
pages = "4243--4252"
}
@article{vwikidata,
author = {Vrande\v{c}i\'{c}, Denny and Kr\"{o}tzsch, Markus},
title = {Wikidata: A Free Collaborative Knowledgebase},
journal = {Communications of the ACM},
issue_date = {October 2014},
volume = {57},
number = {10},
month = sep,
year = {2014},
issn = {0001-0782},
pages = {78--85},
numpages = {8},
url = {http://doi.acm.org/10.1145/2629489},
doi = {10.1145/2629489},
acmid = {2629489},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
}
@inproceedings{GomVilEMNLP2018,
author = {G\'omez-Rodr\'iguez, Carlos and Vilares, David},
title = {{Constituent Parsing as Sequence Labeling}},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
month = {November},
year = {2018},
address = {Brussels, Belgium},
publisher = {Association for Computational Linguistics},
pages = {to appear}
}
@inproceedings{Kaffee:Simperl:18,
author = {Lucie{-}Aim{\'{e}}e Kaffee and
Elena Simperl},
title = {Analysis of Editors' Languages in Wikidata},
booktitle = {Proceedings of the 14th International Symposium on Open Collaboration,
OpenSym 2018, Paris, France, August 22-24, 2018},
pages = {21:1--21:5},
year = {2018},
url = {https://doi.org/10.1145/3233391.3233965},
doi = {10.1145/3233391.3233965},
timestamp = {Wed, 21 Nov 2018 12:44:20 +0100},
biburl = {https://dblp.org/rec/bib/conf/wikis/KaffeeS18},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{rei2018zero,
title={{Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens}},
author={Rei, Marek and S{\o}gaard, Anders},
booktitle={Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)},
volume={1},
pages={293--302},
year={2018}
}
@article{ruder2017learning,
title={Learning what to share between loosely related tasks},
author={Ruder, Sebastian and Bingel, Joachim and Augenstein, Isabelle and S{\o}gaard, Anders},
journal={arXiv preprint arXiv:1705.08142},
year={2017}
}
@article{Liu2017InOrder,
author = {{Liu}, J. and {Zhang}, Y.},
title = {{In-Order Transition-based Constituent Parsing}},
journal = {ArXiv e-prints},
archivePrefix = "arXiv",
eprint = {1707.05000},
primaryClass = "cs.CL",
keywords = {Computer Science - Computation and Language},
year = 2017,
month = jul,
adsurl = {http://adsabs.harvard.edu/abs/2017arXiv170705000L},
adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}
@article{bojanowski2016enriching,
author = "Bojanowski, Piotr
and Grave, Edouard
and Joulin, Armand
and Mikolov, Tomas",
title = {{Enriching Word Vectors with Subword Information}},
journal = "Transactions of the Association for Computational Linguistics",
year = "2017",
volume = "5",
pages = "135--146",
url = "http://aclweb.org/anthology/Q17-1010"
}
@inproceedings{kingma2014adam,
author = {Diederik P. Kingma and
Jimmy Ba},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Adam: {A} Method for Stochastic Optimization},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.6980},
timestamp = {Fri, 29 Mar 2019 10:36:36 +0100},
biburl = {https://dblp.org/rec/bib/journals/corr/KingmaB14},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{saha2018duorc,
author = "Saha, Amrita
and Aralikatte, Rahul
and Khapra, Mitesh M.
and Sankaranarayanan, Karthik",
title = {{DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension}},
booktitle = "Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
year = "2018",
publisher = "Association for Computational Linguistics",
pages = "1683--1693",
location = "Melbourne, Australia",
url = "http://aclweb.org/anthology/P18-1156"
}
@inproceedings{rajpurkar2016squad,
title = "{SQ}u{AD}: 100,000+ Questions for Machine Comprehension of Text",
author = "Rajpurkar, Pranav and
Zhang, Jian and
Lopyrev, Konstantin and
Liang, Percy",
booktitle = "Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing",
month = nov,
year = "2016",
address = "Austin, Texas",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D16-1264",
doi = "10.18653/v1/D16-1264",
pages = "2383--2392",
}
@inproceedings{trischler2016newsqa,
author = "Trischler, Adam
and Wang, Tong
and Yuan, Xingdi
and Harris, Justin
and Sordoni, Alessandro
and Bachman, Philip
and Suleman, Kaheer",
title = {{NewsQA: A Machine Comprehension Dataset}},
booktitle = "Proceedings of the 2nd Workshop on Representation Learning for NLP",
year = "2017",
publisher = "Association for Computational Linguistics",
pages = "191--200",
location = "Vancouver, Canada",
doi = "10.18653/v1/W17-2623",
url = "http://aclweb.org/anthology/W17-2623",
}
@inproceedings{rajpurkar2018know,
author = {Rajpurkar, Pranav
and Jia, Robin
and Liang, Percy},
title = {{Know What You Don't Know: Unanswerable Questions for SQuAD}},
booktitle = "Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)",
year = "2018",
publisher = "Association for Computational Linguistics",
pages = "784--789",
location = "Melbourne, Australia",
url = "http://aclweb.org/anthology/P18-2124"
}
@inproceedings{devlin2018bert,
title = "{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)",
month = jun,
year = "2019",
address = "Minneapolis, Minnesota",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/N19-1423",
pages = "4171--4186"
}
@article{Fer2018Faster,
author = {{Fern{\'a}ndez-Gonz{\'a}lez}, Daniel and {G{\'o}mez}-Rodr{\'i}guez, Carlos
},
title = {{Faster Shift-Reduce Constituent Parsing with a Non-Binary, Bottom-Up Strategy}},
journal = {ArXiv e-prints},
archivePrefix = "arXiv",
eprint = {1804.07961},
primaryClass = "cs.CL",
keywords = {Computer Science - Computation and Language},
year = 2018,
month = apr,
adsurl = {http://adsabs.harvard.edu/abs/2018arXiv180407961F},
adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}
@inproceedings{nivre2016universal,
title={{Universal Dependencies v1: A Multilingual Treebank Collection}},
author={Nivre, Joakim and De Marneffe, Marie-Catherine and Ginter, Filip and Goldberg, Yoav and Hajic, Jan and Manning, Christopher D and McDonald, Ryan T and Petrov, Slav and Pyysalo, Sampo and Silveira, Natalia and others},
booktitle={LREC},
year={2016}
}
@inproceedings{riedel2013relation,
title = "Relation Extraction with Matrix Factorization and Universal Schemas",
author = "Riedel, Sebastian and
Yao, Limin and
McCallum, Andrew and
Marlin, Benjamin M.",
booktitle = "Proceedings of the 2013 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies",
month = jun,
year = "2013",
address = "Atlanta, Georgia",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/N13-1008",
pages = "74--84",
}
@article{cer2017semeval,
title={{SemEval-2017 Task 1: Semantic Textual Similarity-Multilingual and Cross-lingual Focused Evaluation}},
author={Cer, Daniel and Diab, Mona and Agirre, Eneko and Lopez-Gazpio, Inigo and Specia, Lucia},
journal={arXiv preprint arXiv:1708.00055},
year={2017},
url = {https://arxiv.org/pdf/1708.00055},
}
@inproceedings{faruqui2015multilingual,
author = "Faruqui, Manaal
and Kumar, Shankar",
title = {{Multilingual Open Relation Extraction Using Cross-lingual Projection}},
booktitle = "Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies ",
year = "2015",
publisher = "Association for Computational Linguistics",
pages = "1351--1356",
location = "Denver, Colorado",
doi = "10.3115/v1/N15-1151",
url = "http://aclweb.org/anthology/N15-1151"
}
@inproceedings{verga2015multilingual,
author = "Verga, Patrick
and Belanger, David
and Strubell, Emma
and Roth, Benjamin
and McCallum, Andrew",
title = {{Multilingual Relation Extraction using Compositional Universal Schema}},
booktitle = "Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies ",
year = "2016",
publisher = "Association for Computational Linguistics",
pages = "886--896",
location = "San Diego, California",
doi = "10.18653/v1/N16-1103",
url = "http://aclweb.org/anthology/N16-1103"
}
@inproceedings{conneau2018xnli,
author = "Conneau, Alexis
and Rinott, Ruty
and Lample, Guillaume
and Williams, Adina
and Bowman, Samuel
and Schwenk, Holger
and Stoyanov, Veselin",
title = {{XNLI: Evaluating Cross-lingual Sentence Representations}},
booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing",
year = "2018",
publisher = "Association for Computational Linguistics",
pages = "2475--2485",
location = "Brussels, Belgium",
url = "http://aclweb.org/anthology/D18-1269"
}4
@inproceedings{lample2018translation,
author = {Guillaume Lample and
Alexis Conneau and
Marc'Aurelio Ranzato and
Ludovic Denoyer and
Herv{\'{e}} J{\'{e}}gou},
title = {Word translation without parallel data},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=H196sainb},
}
@inproceedings{agic2017baselines,
added-at = {2018-05-18T00:00:00.000+0200},
author = {Agic, Zeljko and Schluter, Natalie},
biburl = {https://www.bibsonomy.org/bibtex/2212c750d5272d90131ca8833c6b1e28a/dblp},
booktitle = {LREC},
editor = {Calzolari, Nicoletta and Choukri, Khalid and Cieri, Christopher and Declerck, Thierry and Goggi, Sara and Hasida, Kôiti and Isahara, Hitoshi and Maegaard, Bente and Mariani, Joseph and Mazo, Hélène and Moreno, Asunción and Odijk, Jan and Piperidis, Stelios and Tokunaga, Takenobu},
ee = {http://www.lrec-conf.org/lrec2018},
interhash = {225debcd1bf9be587d908215557652a2},
intrahash = {212c750d5272d90131ca8833c6b1e28a},
keywords = {dblp},
publisher = {European Language Resources Association (ELRA)},
timestamp = {2018-05-19T11:37:47.000+0200},
title = {{Baselines and Test Data for Cross-Lingual Inference}},
url = {http://dblp.uni-trier.de/db/conf/lrec/lrec2018.html#AgicS18},
year = 2018
}
@inproceedings{yang2017ncrf,
author = {Yang, Jie and Zhang, Yue},
title = {{{NCRF}++: An Open-source Neural Sequence Labeling Toolkit}},
booktitle = {Proceedings of ACL 2018, System Demonstrations},
month = {July},
year = {2018},
address = {Melbourne, Australia},
publisher = {Association for Computational Linguistics},
pages = {74--79},
abstract = {This paper describes NCRF++, a toolkit for neural sequence labeling. NCRF++ is designed for quick implementation of different neural sequence labeling models with a CRF inference layer. It provides users with an inference for building the custom model structure through configuration file with flexible neural feature design and utilization. Built on PyTorch\footnote{\url{http://pytorch.org/}}, the core operations are calculated in batch, making the toolkit efficient with the acceleration of GPU. It also includes the implementations of most state-of-the-art neural sequence labeling models such as LSTM-CRF, facilitating reproducing and refinement on those methods.},
url = {http://www.aclweb.org/anthology/P18-4013}
}
@inproceedings{Reimers:2017:EMNLP,
author = {Reimers, Nils, and Gurevych, Iryna},
title = {{Reporting Score Distributions Makes a Difference: Performance Study of {LSTM}-networks for Sequence Tagging}},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
month = {09},
year = {2017},
address = {Copenhagen, Denmark},
pages = {338--348},
url = {http://aclweb.org/anthology/D17-1035}
}
@inproceedings{irsoy2014opinion,
author = {Ozan Irsoy and
Claire Cardie},
editor = {Alessandro Moschitti and
Bo Pang and
Walter Daelemans},
title = {Opinion Mining with Deep Recurrent Neural Networks},
booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2014, October 25-29, 2014, Doha, Qatar,
{A} meeting of SIGDAT, a Special Interest Group of the {ACL}},
pages = {720--728},
publisher = {{ACL}},
year = {2014},
url = {http://aclweb.org/anthology/D/D14/D14-1080.pdf},
}
@article{schuster1997bidirectional,
title={Bidirectional recurrent neural networks},
author = {Mike Schuster and
Kuldip K. Paliwal},
title = {Bidirectional recurrent neural networks},
journal={IEEE Transactions on Signal Processing},
volume = {45},
number = {11},
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pages={20--30},
year={2017}
}
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title={{Semi-supervised Multitask Learning for Sequence Labeling}},
author={Rei, Marek},
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year={2017}
}
@inproceedings{qi2017arc,
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year={2017}
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title={Non-projective dependency parsing using spanning tree algorithms},
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year={2005},
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Wang, Dong and
Liu, Chao and
Lin, Yiye",
booktitle = "Proceedings of the 2015 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies",
month = may # "{--}" # jun,
year = "2015",
address = "Denver, Colorado",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/N15-1104",
doi = "10.3115/v1/N15-1104",
pages = "1006--1011",
}
@inproceedings{sogaard2015inverted,
title = "Inverted indexing for cross-lingual {NLP}",
author = "S{\o}gaard, Anders and
Agi{\'c}, {\v{Z}}eljko and
Mart{\'\i}nez Alonso, H{\'e}ctor and
Plank, Barbara and
Bohnet, Bernd and
Johannsen, Anders",
booktitle = "Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)",
month = jul,
year = "2015",
address = "Beijing, China",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/P15-1165",
doi = "10.3115/v1/P15-1165",
pages = "1713--1722",
}
@article{marcus1993building,
title={Building a large annotated corpus of English: The Penn Treebank},
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title={An overview of multi-task learning in deep neural networks},
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year={2017}
}
@article{ruder2017learning,
title={Learning what to share between loosely related tasks},
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year={2017}
}
@inproceedings{duong2015low,
title={Low resource dependency parsing: Cross-lingual parameter sharing in a neural network parser},
author={Duong, Long and Cohn, Trevor and Bird, Steven and Cook, Paul},
booktitle={Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)},
volume={2},
pages={845--850},
year={2015}
}
@inproceedings{collobert2008a,
author = {Ronan Collobert and
Jason Weston},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {A unified architecture for natural language processing: deep neural
networks with multitask learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {160--167},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390177},
doi = {10.1145/1390156.1390177}
}
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title={Multi-task learning for multiple language translation},
author={Dong, Daxiang and Wu, Hua and He, Wei and Yu, Dianhai and Wang, Haifeng},
booktitle={Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)},
volume={1},
pages={1723--1732},
year={2015}
}
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title={On the Properties of Neural Machine Translation: Encoder--Decoder Approaches},
author={Cho, Kyunghyun and van Merri{\"e}nboer, Bart and Bahdanau, Dzmitry and Bengio, Yoshua},
journal={Syntax, Semantics and Structure in Statistical Translation},
pages={103},
year={2014}
}
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title={Deep multi-task learning with low level tasks supervised at lower layers},
author={S{\o}gaard, Anders and Goldberg, Yoav},
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volume={2},
pages={231--235},
year={2016}
}
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author = {Sepp Hochreiter and
J{\"{u}}rgen Schmidhuber},
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title={Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss},
author={Plank, Barbara and S{\o}gaard, Anders and Goldberg, Yoav},
booktitle={Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
volume={2},
pages={412--418},
year={2016}
}
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title={Grammar as a foreign language},
author={Vinyals, Oriol and Kaiser, {\L}ukasz and Koo, Terry and Petrov, Slav and Sutskever, Ilya and Hinton, Geoffrey},
booktitle={Advances in Neural Information Processing Systems},
pages={2773--2781},
year={2015}
}
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author = "Fern{\'a}ndez-Gonz{\'a}lez, Daniel
and Martins, Andr{\'e} F. T.",
title = "Parsing as Reduction",
booktitle = "Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)",
year = "2015",
publisher = "Association for Computational Linguistics",
pages = "1523--1533",
location = "Beijing, China",
doi = "10.3115/v1/P15-1147",
url = "http://www.aclweb.org/anthology/P15-1147"
}
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title={Fast and accurate shift-reduce constituent parsing},
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year={2013}
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author = {Stern, Mitchell and Andreas, Jacob and Klein, Dan},
title = {A Minimal Span-Based Neural Constituency Parser},
booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
month = {July},
year = {2017},
address = {Vancouver, Canada},
publisher = {Association for Computational Linguistics},
pages = {818--827},
abstract = {In this work, we present a minimal neural model for constituency parsing based
on independent scoring of labels and spans. We show that this model is not only
compatible with classical dynamic programming techniques, but also admits a
novel greedy top-down inference algorithm based on recursive partitioning of
the input. We demonstrate empirically that both prediction schemes are
competitive with recent work, and when combined with basic extensions to the
scoring model are capable of achieving state-of-the-art single-model
performance on the Penn Treebank (91.79 F1) and strong performance on the
French Treebank (82.23 F1).},
url = {http://aclweb.org/anthology/P17-1076}
}
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and Lin, Zhouhan
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and Sordoni, Alessandro
and Courville, Aaron
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title = "Straight to the Tree: Constituency Parsing with Neural Syntactic Distance",
booktitle = "Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
year = "2018",
publisher = "Association for Computational Linguistics",
pages = "1171--1180",
location = "Melbourne, Australia",
url = "http://aclweb.org/anthology/P18-1108"
}
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month = {July},
year = {2012},
address = {Jeju Island, Korea},
publisher = {Association for Computational Linguistics},
pages = {1048--1059},
url = {http://www.aclweb.org/anthology/D12-1096}
}
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title={Tackling Error Propagation through Reinforcement Learning: A Case of Greedy Dependency Parsing},
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journal={arXiv preprint arXiv:1702.06794},
year={2017}
}
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title={Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing},
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year={2018}
}
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author = "Kitaev, Nikita
and Klein, Dan",
title = "Constituency Parsing with a Self-Attentive Encoder",
booktitle = "Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
year = "2018",
publisher = "Association for Computational Linguistics",
pages = "2676--2686",
location = "Melbourne, Australia",
url = "http://aclweb.org/anthology/P18-1249"
}
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title={Multilingual Lexicalized Constituency Parsing with Word-Level Auxiliary Tasks},
author={Coavoux, Maximin and Crabb{\'e}, Benoit},
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pages={331--336},
year={2017}
}
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author={Bj{\"o}rkelund, Anders and {\c{C}}etino{\u{g}}lu, {\"O}zlem and Fale{\'n}ska, Agnieszka and Farkas, Rich{\'a}rd and M{\"u}ller, Thomas and Seeker, Wolfgang and Sz{\'a}nt{\'o}, Zsolt},
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pages={97--102},
year={2014}
}
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year={2005},
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pages={103--109},
year={2014}
}
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added-at = {2010-03-31T13:53:19.000+0200},
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journal = {Journal of Machine Learning Research},
keywords = {},
pages = {1083-1106},
timestamp = {2010-03-31T13:53:19.000+0200},
title = {Kernel methods for relation extraction},
volume = 3,
year = 2003,
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}
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author = "Zhou, GuoDong
and Su, Jian
and Zhang, Jie
and Zhang, Min",
title = {{Exploring Various Knowledge in Relation Extraction}},
booktitle = "Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05)",
year = "2005",
publisher = "Association for Computational Linguistics",
pages = "427--434",
location = "Ann Arbor, Michigan",
url = "http://aclweb.org/anthology/P05-1053"
}
@inproceedings{miwa2016end,
author = "Miwa, Makoto
and Bansal, Mohit",
title = {{End-to-End Relation Extraction using {LSTM}s on Sequences and Tree Structures}},
booktitle = "Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ",
year = "2016",
publisher = "Association for Computational Linguistics",
pages = "1105--1116",
location = "Berlin, Germany",
doi = "10.18653/v1/P16-1105",
url = "http://aclweb.org/anthology/P16-1105"
}
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author = "Chen, Danqi
and Fisch, Adam
and Weston, Jason
and Bordes, Antoine",
title = "Reading Wikipedia to Answer Open-Domain Questions",
booktitle = "Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ",
year = "2017",
publisher = "Association for Computational Linguistics",
pages = "1870--1879",
location = "Vancouver, Canada",
doi = "10.18653/v1/P17-1171",
url = "http://aclweb.org/anthology/P17-1171"
}
@inproceedings{seo2016bidirectional,
author = {Min Joon Seo and
Aniruddha Kembhavi and
Ali Farhadi and
Hannaneh Hajishirzi},
title = {Bidirectional Attention Flow for Machine Comprehension},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
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publisher = {OpenReview.net},
year = {2017},
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booktitle = "Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017) ",
year = "2017",
publisher = "Association for Computational Linguistics",
pages = "333--342",
location = "Vancouver, Canada",
doi = "10.18653/v1/K17-1034",
url = "http://aclweb.org/anthology/K17-1034"
}
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title={Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned},
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year={2019},
url={https://arxiv.org/abs/1905.09418}
}
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year={2019},
url = {https://d4mucfpksywv.cloudfront.net/better-language-models/language-models.pdf}
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title = "Injecting Logical Background Knowledge into Embeddings for Relation Extraction",
author = {Rockt{\"a}schel, Tim and
Singh, Sameer and
Riedel, Sebastian},
booktitle = "Proceedings of the 2015 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies",
month = may # "{--}" # jun,
year = "2015",
address = "Denver, Colorado",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/N15-1118",
doi = "10.3115/v1/N15-1118",
pages = "1119--1129",
}
@inproceedings{obamuyide2018zero,
title={Zero-shot Relation Classification as Textual Entailment},
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booktitle={Proceedings of the First Workshop on Fact Extraction and VERification (FEVER)},
pages={72--78},
year={2018}
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and Jones, Llion
and Polosukhin, Illia
and Fandrianto, Andrew
and Han, Jay
and Kelcey, Matthew
and Berthelot, David",
title = {{WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia}},
booktitle = "Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ",
year = "2016",
publisher = "Association for Computational Linguistics",
pages = "1535--1545",
location = "Berlin, Germany",
doi = "10.18653/v1/P16-1145",
url = "http://aclweb.org/anthology/P16-1145"
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year={2006},
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year={2000},
organization={Association for Computational Linguistics}
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@inproceedings{collins1997three,
title={Three generative, lexicalised models for statistical parsing},
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year={1997},
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year={2009},
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@inproceedings{petrov2007improved,
title={Improved inference for unlexicalized parsing},
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booktitle={Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference},
pages={404--411},
year={2007}
}
@inproceedings{hall2014less,
title={Less grammar, more features},
author={Hall, David and Durrett, Greg and Klein, Dan},
booktitle={Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
volume={1},
pages={228--237},
year={2014}
}
@inproceedings{pennington2014glove,
title = "Glove: Global Vectors for Word Representation",
author = "Pennington, Jeffrey and
Socher, Richard and
Manning, Christopher",
booktitle = "Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
month = oct,
year = "2014",
address = "Doha, Qatar",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D14-1162",
doi = "10.3115/v1/D14-1162",
pages = "1532--1543",
}
@inproceedings{DyerRecurrent2016,
author = "Dyer, Chris
and Kuncoro, Adhiguna
and Ballesteros, Miguel
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title = {{Recurrent Neural Network Grammars}},
booktitle = "Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies ",
year = "2016",
publisher = "Association for Computational Linguistics",
pages = "199--209",
location = "San Diego, California",
doi = "10.18653/v1/N16-1024",
url = "http://www.aclweb.org/anthology/N16-1024"
}
@inproceedings{fernandez2015parsing,
title={{Parsing as Reduction}},
author={Fern{\'a}ndez-Gonz{\'a}lez, Daniel and Martins, Andr{\'e} FT},
booktitle={Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)},
volume={1},
pages={1523--1533},
year={2015}
}
@inproceedings{CoaCra2016,
author = "Coavoux, Maximin
and Crabb{\'e}, Benoit",
title = {{Neural Greedy Constituent Parsing with Dynamic Oracles}},
booktitle = "Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ",
year = "2016",
publisher = "Association for Computational Linguistics",
pages = "172--182",
location = "Berlin, Germany",
doi = "10.18653/v1/P16-1017",