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ORCIDBibTeX records: Aliaksei Severyn
@inproceedings{DBLP:conf/eacl/VernikosBAMSM24,
author = {Giorgos Vernikos and
Arthur Brazinskas and
Jakub Ad{\'{a}}mek and
Jonathan Mallinson and
Aliaksei Severyn and
Eric Malmi},
editor = {Yvette Graham and
Matthew Purver},
title = {Small Language Models Improve Giants by Rewriting Their Outputs},
booktitle = {Proceedings of the 18th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2024 - Volume 1:
Long Papers, St. Julian's, Malta, March 17-22, 2024},
pages = {2703--2718},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.eacl-long.165},
timestamp = {Tue, 02 Apr 2024 16:32:10 +0200},
biburl = {https://dblp.org/rec/conf/eacl/VernikosBAMSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-12086,
author = {Aliz{\'{e}}e Pace and
Jonathan Mallinson and
Eric Malmi and
Sebastian Krause and
Aliaksei Severyn},
title = {West-of-N: Synthetic Preference Generation for Improved Reward Modeling},
journal = {CoRR},
volume = {abs/2401.12086},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.12086},
doi = {10.48550/ARXIV.2401.12086},
eprinttype = {arXiv},
eprint = {2401.12086},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-12086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-19107,
author = {Pierre Harvey Richemond and
Yunhao Tang and
Daniel Guo and
Daniele Calandriello and
Mohammad Gheshlaghi Azar and
Rafael Rafailov and
Bernardo {\'{A}}vila Pires and
Eugene Tarassov and
Lucas Spangher and
Will Ellsworth and
Aliaksei Severyn and
Jonathan Mallinson and
Lior Shani and
Gil Shamir and
Rishabh Joshi and
Tianqi Liu and
R{\'{e}}mi Munos and
Bilal Piot},
title = {Offline Regularised Reinforcement Learning for Large Language Models
Alignment},
journal = {CoRR},
volume = {abs/2405.19107},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.19107},
doi = {10.48550/ARXIV.2405.19107},
eprinttype = {arXiv},
eprint = {2405.19107},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-19107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-14622,
author = {Pier Giuseppe Sessa and
Robert Dadashi and
L{\'{e}}onard Hussenot and
Johan Ferret and
Nino Vieillard and
Alexandre Ram{\'{e}} and
Bobak Shahriari and
Sarah Perrin and
Abe Friesen and
Geoffrey Cideron and
Sertan Girgin and
Piotr Stanczyk and
Andrea Michi and
Danila Sinopalnikov and
Sabela Ramos and
Am{\'{e}}lie H{\'{e}}liou and
Aliaksei Severyn and
Matt Hoffman and
Nikola Momchev and
Olivier Bachem},
title = {{BOND:} Aligning LLMs with Best-of-N Distillation},
journal = {CoRR},
volume = {abs/2407.14622},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.14622},
doi = {10.48550/ARXIV.2407.14622},
eprinttype = {arXiv},
eprint = {2407.14622},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-14622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-00118,
author = {Morgane Rivi{\`{e}}re and
Shreya Pathak and
Pier Giuseppe Sessa and
Cassidy Hardin and
Surya Bhupatiraju and
L{\'{e}}onard Hussenot and
Thomas Mesnard and
Bobak Shahriari and
Alexandre Ram{\'{e}} and
Johan Ferret and
Peter Liu and
Pouya Tafti and
Abe Friesen and
Michelle Casbon and
Sabela Ramos and
Ravin Kumar and
Charline Le Lan and
Sammy Jerome and
Anton Tsitsulin and
Nino Vieillard and
Piotr Stanczyk and
Sertan Girgin and
Nikola Momchev and
Matt Hoffman and
Shantanu Thakoor and
Jean{-}Bastien Grill and
Behnam Neyshabur and
Olivier Bachem and
Alanna Walton and
Aliaksei Severyn and
Alicia Parrish and
Aliya Ahmad and
Allen Hutchison and
Alvin Abdagic and
Amanda Carl and
Amy Shen and
Andy Brock and
Andy Coenen and
Anthony Laforge and
Antonia Paterson and
Ben Bastian and
Bilal Piot and
Bo Wu and
Brandon Royal and
Charlie Chen and
Chintu Kumar and
Chris Perry and
Chris Welty and
Christopher A. Choquette{-}Choo and
Danila Sinopalnikov and
David Weinberger and
Dimple Vijaykumar and
Dominika Rogozinska and
Dustin Herbison and
Elisa Bandy and
Emma Wang and
Eric Noland and
Erica Moreira and
Evan Senter and
Evgenii Eltyshev and
Francesco Visin and
Gabriel Rasskin and
Gary Wei and
Glenn Cameron and
Gus Martins and
Hadi Hashemi and
Hanna Klimczak{-}Plucinska and
Harleen Batra and
Harsh Dhand and
Ivan Nardini and
Jacinda Mein and
Jack Zhou and
James Svensson and
Jeff Stanway and
Jetha Chan and
Jin Peng Zhou and
Joana Carrasqueira and
Joana Iljazi and
Jocelyn Becker and
Joe Fernandez and
Joost van Amersfoort and
Josh Gordon and
Josh Lipschultz and
Josh Newlan and
Ju{-}yeong Ji and
Kareem Mohamed and
Kartikeya Badola and
Kat Black and
Katie Millican and
Keelin McDonell and
Kelvin Nguyen and
Kiranbir Sodhia and
Kish Greene and
Lars Lowe Sj{\"{o}}sund and
Lauren Usui and
Laurent Sifre and
Lena Heuermann and
Leticia Lago and
Lilly McNealus},
title = {Gemma 2: Improving Open Language Models at a Practical Size},
journal = {CoRR},
volume = {abs/2408.00118},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.00118},
doi = {10.48550/ARXIV.2408.00118},
eprinttype = {arXiv},
eprint = {2408.00118},
timestamp = {Fri, 06 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-00118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MagisterMAMS23,
author = {Lucie Charlotte Magister and
Jonathan Mallinson and
Jakub Ad{\'{a}}mek and
Eric Malmi and
Aliaksei Severyn},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Teaching Small Language Models to Reason},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 2: Short Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {1773--1781},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-short.151},
doi = {10.18653/V1/2023.ACL-SHORT.151},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/MagisterMAMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MalmiDMCAMSKKS23,
author = {Eric Malmi and
Yue Dong and
Jonathan Mallinson and
Aleksandr Chuklin and
Jakub Ad{\'{a}}mek and
Daniil Mirylenka and
Felix Stahlberg and
Sebastian Krause and
Shankar Kumar and
Aliaksei Severyn},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Fast Text Generation with Text-Editing Models},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5815--5816},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599579},
doi = {10.1145/3580305.3599579},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MalmiDMCAMSKKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13514,
author = {Giorgos Vernikos and
Arthur Brazinskas and
Jakub Ad{\'{a}}mek and
Jonathan Mallinson and
Aliaksei Severyn and
Eric Malmi},
title = {Small Language Models Improve Giants by Rewriting Their Outputs},
journal = {CoRR},
volume = {abs/2305.13514},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13514},
doi = {10.48550/ARXIV.2305.13514},
eprinttype = {arXiv},
eprint = {2305.13514},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MallinsonAMS22,
author = {Jonathan Mallinson and
Jakub Ad{\'{a}}mek and
Eric Malmi and
Aliaksei Severyn},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {EdiT5: Semi-Autoregressive Text Editing with {T5} Warm-Start},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {2126--2138},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.156},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.156},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MallinsonAMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12209,
author = {Jonathan Mallinson and
Jakub Ad{\'{a}}mek and
Eric Malmi and
Aliaksei Severyn},
title = {EdiT5: Semi-Autoregressive Text-Editing with {T5} Warm-Start},
journal = {CoRR},
volume = {abs/2205.12209},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12209},
doi = {10.48550/ARXIV.2205.12209},
eprinttype = {arXiv},
eprint = {2205.12209},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07043,
author = {Eric Malmi and
Yue Dong and
Jonathan Mallinson and
Aleksandr Chuklin and
Jakub Ad{\'{a}}mek and
Daniil Mirylenka and
Felix Stahlberg and
Sebastian Krause and
Shankar Kumar and
Aliaksei Severyn},
title = {Text Generation with Text-Editing Models},
journal = {CoRR},
volume = {abs/2206.07043},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07043},
doi = {10.48550/ARXIV.2206.07043},
eprinttype = {arXiv},
eprint = {2206.07043},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-08410,
author = {Lucie Charlotte Magister and
Jonathan Mallinson and
Jakub Ad{\'{a}}mek and
Eric Malmi and
Aliaksei Severyn},
title = {Teaching Small Language Models to Reason},
journal = {CoRR},
volume = {abs/2212.08410},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.08410},
doi = {10.48550/ARXIV.2212.08410},
eprinttype = {arXiv},
eprint = {2212.08410},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-08410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RotheMMKS20,
author = {Sascha Rothe and
Jonathan Mallinson and
Eric Malmi and
Sebastian Krause and
Aliaksei Severyn},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {A Simple Recipe for Multilingual Grammatical Error Correction},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 2: Short Papers),
Virtual Event, August 1-6, 2021},
pages = {702--707},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-short.89},
doi = {10.18653/V1/2021.ACL-SHORT.89},
timestamp = {Mon, 09 Aug 2021 16:25:37 +0200},
biburl = {https://dblp.org/rec/conf/acl/RotheMMKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KumarMST21,
author = {Sachin Kumar and
Eric Malmi and
Aliaksei Severyn and
Yulia Tsvetkov},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Controlled Text Generation as Continuous Optimization with Multiple
Constraints},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {14542--14554},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/79ec2a4246feb2126ecf43c4a4418002-Abstract.html},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KumarMST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03830,
author = {Sascha Rothe and
Jonathan Mallinson and
Eric Malmi and
Sebastian Krause and
Aliaksei Severyn},
title = {A Simple Recipe for Multilingual Grammatical Error Correction},
journal = {CoRR},
volume = {abs/2106.03830},
year = {2021},
url = {https://arxiv.org/abs/2106.03830},
eprinttype = {arXiv},
eprint = {2106.03830},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-01850,
author = {Sachin Kumar and
Eric Malmi and
Aliaksei Severyn and
Yulia Tsvetkov},
title = {Controlled Text Generation as Continuous Optimization with Multiple
Constraints},
journal = {CoRR},
volume = {abs/2108.01850},
year = {2021},
url = {https://arxiv.org/abs/2108.01850},
eprinttype = {arXiv},
eprint = {2108.01850},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-01850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/RotheNS20,
author = {Sascha Rothe and
Shashi Narayan and
Aliaksei Severyn},
title = {Leveraging Pre-trained Checkpoints for Sequence Generation Tasks},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {8},
pages = {264--280},
year = {2020},
url = {https://doi.org/10.1162/tacl\_a\_00313},
doi = {10.1162/TACL\_A\_00313},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/RotheNS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MallinsonSMG20,
author = {Jonathan Mallinson and
Aliaksei Severyn and
Eric Malmi and
Guillermo Garrido},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {{FELIX:} Flexible Text Editing Through Tagging and Insertion},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {1244--1255},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.111},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.111},
timestamp = {Tue, 20 Aug 2024 07:54:42 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MallinsonSMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MalmiSR20,
author = {Eric Malmi and
Aliaksei Severyn and
Sascha Rothe},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Unsupervised Text Style Transfer with Padded Masked Language Models},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {8671--8680},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.699},
doi = {10.18653/V1/2020.EMNLP-MAIN.699},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MalmiSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-10687,
author = {Jonathan Mallinson and
Aliaksei Severyn and
Eric Malmi and
Guillermo Garrido},
title = {Felix: Flexible Text Editing Through Tagging and Insertion},
journal = {CoRR},
volume = {abs/2003.10687},
year = {2020},
url = {https://arxiv.org/abs/2003.10687},
eprinttype = {arXiv},
eprint = {2003.10687},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-10687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01054,
author = {Eric Malmi and
Aliaksei Severyn and
Sascha Rothe},
title = {Unsupervised Text Style Transfer with Padded Masked Language Models},
journal = {CoRR},
volume = {abs/2010.01054},
year = {2020},
url = {https://arxiv.org/abs/2010.01054},
eprinttype = {arXiv},
eprint = {2010.01054},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/ChuklinSTASS19,
author = {Aleksandr Chuklin and
Aliaksei Severyn and
Johanne R. Trippas and
Enrique Alfonseca and
Hanna Sil{\'{e}}n and
Damiano Spina},
editor = {Fabio Crestani and
Martin Braschler and
Jacques Savoy and
Andreas Rauber and
Henning M{\"{u}}ller and
David E. Losada and
Gundula Heinatz B{\"{u}}rki and
Linda Cappellato and
Nicola Ferro},
title = {Using Audio Transformations to Improve Comprehension in Voice Question
Answering},
booktitle = {Experimental {IR} Meets Multilinguality, Multimodality, and Interaction
- 10th International Conference of the {CLEF} Association, {CLEF}
2019, Lugano, Switzerland, September 9-12, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11696},
pages = {164--170},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-28577-7\_12},
doi = {10.1007/978-3-030-28577-7\_12},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clef/ChuklinSTASS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MalmiKRMS19,
author = {Eric Malmi and
Sebastian Krause and
Sascha Rothe and
Daniil Mirylenka and
Aliaksei Severyn},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Encode, Tag, Realize: High-Precision Text Editing},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {5053--5064},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1510},
doi = {10.18653/V1/D19-1510},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MalmiKRMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GaneaGBS19,
author = {Octavian Ganea and
Sylvain Gelly and
Gary B{\'{e}}cigneul and
Aliaksei Severyn},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise
Non-linearities},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {2073--2082},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/ganea19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/GaneaGBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08077,
author = {Octavian{-}Eugen Ganea and
Sylvain Gelly and
Gary B{\'{e}}cigneul and
Aliaksei Severyn},
title = {Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise
Non-linearities},
journal = {CoRR},
volume = {abs/1902.08077},
year = {2019},
url = {http://arxiv.org/abs/1902.08077},
eprinttype = {arXiv},
eprint = {1902.08077},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-12461,
author = {Sascha Rothe and
Shashi Narayan and
Aliaksei Severyn},
title = {Leveraging Pre-trained Checkpoints for Sequence Generation Tasks},
journal = {CoRR},
volume = {abs/1907.12461},
year = {2019},
url = {http://arxiv.org/abs/1907.12461},
eprinttype = {arXiv},
eprint = {1907.12461},
timestamp = {Thu, 01 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-12461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01187,
author = {Eric Malmi and
Sebastian Krause and
Sascha Rothe and
Daniil Mirylenka and
Aliaksei Severyn},
title = {Encode, Tag, Realize: High-Precision Text Editing},
journal = {CoRR},
volume = {abs/1909.01187},
year = {2019},
url = {http://arxiv.org/abs/1909.01187},
eprinttype = {arXiv},
eprint = {1909.01187},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-07972,
author = {Ondrej C{\'{\i}}fka and
Aliaksei Severyn and
Enrique Alfonseca and
Katja Filippova},
title = {Eval all, trust a few, do wrong to none: Comparing sentence generation
models},
journal = {CoRR},
volume = {abs/1804.07972},
year = {2018},
url = {http://arxiv.org/abs/1804.07972},
eprinttype = {arXiv},
eprint = {1804.07972},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-07972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-03957,
author = {Aleksandr Chuklin and
Aliaksei Severyn and
Johanne R. Trippas and
Enrique Alfonseca and
Hanna Sil{\'{e}}n and
Damiano Spina},
title = {Prosody Modifications for Question-Answering in Voice-Only Settings},
journal = {CoRR},
volume = {abs/1806.03957},
year = {2018},
url = {http://arxiv.org/abs/1806.03957},
eprinttype = {arXiv},
eprint = {1806.03957},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-03957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04936,
author = {Stanislau Semeniuta and
Aliaksei Severyn and
Sylvain Gelly},
title = {On Accurate Evaluation of GANs for Language Generation},
journal = {CoRR},
volume = {abs/1806.04936},
year = {2018},
url = {http://arxiv.org/abs/1806.04936},
eprinttype = {arXiv},
eprint = {1806.04936},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-04936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-04736,
author = {Heike Adel and
Anton Bryl and
David Weiss and
Aliaksei Severyn},
title = {Adversarial Neural Networks for Cross-lingual Sequence Tagging},
journal = {CoRR},
volume = {abs/1808.04736},
year = {2018},
url = {http://arxiv.org/abs/1808.04736},
eprinttype = {arXiv},
eprint = {1808.04736},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-04736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TymoshenkoMNS17,
author = {Kateryna Tymoshenko and
Alessandro Moschitti and
Massimo Nicosia and
Aliaksei Severyn},
editor = {Mohit Bansal and
Heng Ji},
title = {RelTextRank: An Open Source Framework for Building Relational Syntactic-Semantic
Text Pair Representations},
booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, System
Demonstrations},
pages = {79--84},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/P17-4014},
doi = {10.18653/V1/P17-4014},
timestamp = {Fri, 06 Aug 2021 00:40:50 +0200},
biburl = {https://dblp.org/rec/conf/acl/TymoshenkoMNS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SemeniutaSB17,
author = {Stanislau Semeniuta and
Aliaksei Severyn and
Erhardt Barth},
editor = {Martha Palmer and
Rebecca Hwa and
Sebastian Riedel},
title = {A Hybrid Convolutional Variational Autoencoder for Text Generation},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
9-11, 2017},
pages = {627--637},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/d17-1066},
doi = {10.18653/V1/D17-1066},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SemeniutaSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DehghaniZSKC17,
author = {Mostafa Dehghani and
Hamed Zamani and
Aliaksei Severyn and
Jaap Kamps and
W. Bruce Croft},
editor = {Noriko Kando and
Tetsuya Sakai and
Hideo Joho and
Hang Li and
Arjen P. de Vries and
Ryen W. White},
title = {Neural Ranking Models with Weak Supervision},
booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Shinjuku, Tokyo,
Japan, August 7-11, 2017},
pages = {65--74},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3077136.3080832},
doi = {10.1145/3077136.3080832},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/DehghaniZSKC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/DeriuLLSMCHJ17,
author = {Jan Deriu and
Aur{\'{e}}lien Lucchi and
Valeria De Luca and
Aliaksei Severyn and
Simon M{\"{u}}ller and
Mark Cieliebak and
Thomas Hofmann and
Martin Jaggi},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Leveraging Large Amounts of Weakly Supervised Data for Multi-Language
Sentiment Classification},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {1045--1052},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052611},
doi = {10.1145/3038912.3052611},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/DeriuLLSMCHJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SemeniutaSB17,
author = {Stanislau Semeniuta and
Aliaksei Severyn and
Erhardt Barth},
title = {A Hybrid Convolutional Variational Autoencoder for Text Generation},
journal = {CoRR},
volume = {abs/1702.02390},
year = {2017},
url = {http://arxiv.org/abs/1702.02390},
eprinttype = {arXiv},
eprint = {1702.02390},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SemeniutaSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DeriuLLSMCHJ17,
author = {Jan Deriu and
Aur{\'{e}}lien Lucchi and
Valeria De Luca and
Aliaksei Severyn and
Simon M{\"{u}}ller and
Mark Cieliebak and
Thomas Hofmann and
Martin Jaggi},
title = {Leveraging Large Amounts of Weakly Supervised Data for Multi-Language
Sentiment Classification},
journal = {CoRR},
volume = {abs/1703.02504},
year = {2017},
url = {http://arxiv.org/abs/1703.02504},
eprinttype = {arXiv},
eprint = {1703.02504},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DeriuLLSMCHJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DehghaniZSKC17,
author = {Mostafa Dehghani and
Hamed Zamani and
Aliaksei Severyn and
Jaap Kamps and
W. Bruce Croft},
title = {Neural Ranking Models with Weak Supervision},
journal = {CoRR},
volume = {abs/1704.08803},
year = {2017},
url = {http://arxiv.org/abs/1704.08803},
eprinttype = {arXiv},
eprint = {1704.08803},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DehghaniZSKC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00313,
author = {Mostafa Dehghani and
Aliaksei Severyn and
Sascha Rothe and
Jaap Kamps},
title = {Avoiding Your Teacher's Mistakes: Training Neural Networks with Controlled
Weak Supervision},
journal = {CoRR},
volume = {abs/1711.00313},
year = {2017},
url = {http://arxiv.org/abs/1711.00313},
eprinttype = {arXiv},
eprint = {1711.00313},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00313.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-11383,
author = {Mostafa Dehghani and
Aliaksei Severyn and
Sascha Rothe and
Jaap Kamps},
title = {Learning to Learn from Weak Supervision by Full Supervision},
journal = {CoRR},
volume = {abs/1711.11383},
year = {2017},
url = {http://arxiv.org/abs/1711.11383},
eprinttype = {arXiv},
eprint = {1711.11383},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-11383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/SeverynMUPF16,
author = {Aliaksei Severyn and
Alessandro Moschitti and
Olga Uryupina and
Barbara Plank and
Katja Filippova},
title = {Multi-lingual opinion mining on YouTube},
journal = {Inf. Process. Manag.},
volume = {52},
number = {1},
pages = {46--60},
year = {2016},
url = {https://doi.org/10.1016/j.ipm.2015.03.002},
doi = {10.1016/J.IPM.2015.03.002},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/SeverynMUPF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/AndorAWSPGPC16,
author = {Daniel Andor and
Chris Alberti and
David Weiss and
Aliaksei Severyn and
Alessandro Presta and
Kuzman Ganchev and
Slav Petrov and
Michael Collins},
title = {Globally Normalized Transition-Based Neural Networks},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
1: Long Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-1231},
doi = {10.18653/V1/P16-1231},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/AndorAWSPGPC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/SemeniutaSB16,
author = {Stanislau Semeniuta and
Aliaksei Severyn and
Erhardt Barth},
editor = {Nicoletta Calzolari and
Yuji Matsumoto and
Rashmi Prasad},
title = {Recurrent Dropout without Memory Loss},
booktitle = {{COLING} 2016, 26th International Conference on Computational Linguistics,
Proceedings of the Conference: Technical Papers, December 11-16, 2016,
Osaka, Japan},
pages = {1757--1766},
publisher = {{ACL}},
year = {2016},
url = {https://aclanthology.org/C16-1165/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/SemeniutaSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SemeniutaSB16,
author = {Stanislau Semeniuta and
Aliaksei Severyn and
Erhardt Barth},
title = {Recurrent Dropout without Memory Loss},
journal = {CoRR},
volume = {abs/1603.05118},
year = {2016},
url = {http://arxiv.org/abs/1603.05118},
eprinttype = {arXiv},
eprint = {1603.05118},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SemeniutaSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AndorAWSPGPC16,
author = {Daniel Andor and
Chris Alberti and
David Weiss and
Aliaksei Severyn and
Alessandro Presta and
Kuzman Ganchev and
Slav Petrov and
Michael Collins},
title = {Globally Normalized Transition-Based Neural Networks},
journal = {CoRR},
volume = {abs/1603.06042},
year = {2016},
url = {http://arxiv.org/abs/1603.06042},
eprinttype = {arXiv},
eprint = {1603.06042},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/AndorAWSPGPC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SeverynM16,
author = {Aliaksei Severyn and
Alessandro Moschitti},
title = {Modeling Relational Information in Question-Answer Pairs with Convolutional
Neural Networks},
journal = {CoRR},
volume = {abs/1604.01178},
year = {2016},
url = {http://arxiv.org/abs/1604.01178},
eprinttype = {arXiv},
eprint = {1604.01178},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SeverynM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Severyn15,
author = {Aliaksei Severyn},
title = {Modelling input texts: from Tree Kernels to Deep Learning},
school = {University of Trento, Italy},
year = {2015},
url = {http://eprints-phd.biblio.unitn.it/1461/},
timestamp = {Mon, 08 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Severyn15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SeverynNBM15,
author = {Aliaksei Severyn and
Massimo Nicosia and
Gianni Barlacchi and
Alessandro Moschitti},
title = {Distributional Neural Networks for Automatic Resolution of Crossword
Puzzles},
booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational
Linguistics and the 7th International Joint Conference on Natural
Language Processing of the Asian Federation of Natural Language Processing,
{ACL} 2015, July 26-31, 2015, Beijing, China, Volume 2: Short Papers},
pages = {199--204},
publisher = {The Association for Computer Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/p15-2033},
doi = {10.3115/V1/P15-2033},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SeverynNBM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SeverynM15,
author = {Aliaksei Severyn and
Alessandro Moschitti},
editor = {Rada Mihalcea and
Joyce Yue Chai and
Anoop Sarkar},
title = {On the Automatic Learning of Sentiment Lexicons},
booktitle = {{NAACL} {HLT} 2015, The 2015 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
Denver, Colorado, USA, May 31 - June 5, 2015},
pages = {1397--1402},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/n15-1159},
doi = {10.3115/V1/N15-1159},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/SeverynM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/SeverynM15,
author = {Aliaksei Severyn and
Alessandro Moschitti},
editor = {Daniel M. Cer and
David Jurgens and
Preslav Nakov and
Torsten Zesch},
title = {{UNITN:} Training Deep Convolutional Neural Network for Twitter Sentiment
Classification},
booktitle = {Proceedings of the 9th International Workshop on Semantic Evaluation,
SemEval@NAACL-HLT 2015, Denver, Colorado, USA, June 4-5, 2015},
pages = {464--469},
publisher = {The Association for Computer Linguistics},
year = {2015},
url = {https://doi.org/10.18653/v1/s15-2079},
doi = {10.18653/V1/S15-2079},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semeval/SeverynM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/SeverynM15,
author = {Aliaksei Severyn and
Alessandro Moschitti},
editor = {Ricardo Baeza{-}Yates and
Mounia Lalmas and
Alistair Moffat and
Berthier A. Ribeiro{-}Neto},
title = {Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks},
booktitle = {Proceedings of the 38th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Santiago, Chile,
August 9-13, 2015},
pages = {373--382},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2766462.2767738},
doi = {10.1145/2766462.2767738},
timestamp = {Sun, 22 Sep 2019 18:15:38 +0200},
biburl = {https://dblp.org/rec/conf/sigir/SeverynM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/SeverynM15a,
author = {Aliaksei Severyn and
Alessandro Moschitti},
editor = {Ricardo Baeza{-}Yates and
Mounia Lalmas and
Alistair Moffat and
Berthier A. Ribeiro{-}Neto},
title = {Twitter Sentiment Analysis with Deep Convolutional Neural Networks},
booktitle = {Proceedings of the 38th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Santiago, Chile,
August 9-13, 2015},
pages = {959--962},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2766462.2767830},
doi = {10.1145/2766462.2767830},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/SeverynM15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SeverynMUPF14,
author = {Aliaksei Severyn and
Alessandro Moschitti and
Olga Uryupina and
Barbara Plank and
Katja Filippova},
title = {Opinion Mining on YouTube},
booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational
Linguistics, {ACL} 2014, June 22-27, 2014, Baltimore, MD, USA, Volume
1: Long Papers},
pages = {1252--1261},
publisher = {The Association for Computer Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/p14-1118},
doi = {10.3115/V1/P14-1118},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SeverynMUPF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/TymoshenkoMS14,
author = {Kateryna Tymoshenko and
Alessandro Moschitti and
Aliaksei Severyn},
editor = {Gosse Bouma and
Yannick Parmentier},
title = {Encoding Semantic Resources in Syntactic Structures for Passage Reranking},
booktitle = {Proceedings of the 14th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2014, April 26-30,
2014, Gothenburg, Sweden},
pages = {664--672},
publisher = {The Association for Computer Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/e14-1070},
doi = {10.3115/V1/E14-1070},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/TymoshenkoMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/UryupinaPSRM14,
author = {Olga Uryupina and
Barbara Plank and
Aliaksei Severyn and
Agata Rotondi and
Alessandro Moschitti},
editor = {Nicoletta Calzolari and
Khalid Choukri and
Thierry Declerck and
Hrafn Loftsson and
Bente Maegaard and
Joseph Mariani and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis},
title = {SenTube: {A} Corpus for Sentiment Analysis on YouTube Social Media},
booktitle = {Proceedings of the Ninth International Conference on Language Resources
and Evaluation, {LREC} 2014, Reykjavik, Iceland, May 26-31, 2014},
pages = {4244--4249},
publisher = {European Language Resources Association {(ELRA)}},
year = {2014},
url = {http://www.lrec-conf.org/proceedings/lrec2014/summaries/180.html},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lrec/UryupinaPSRM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/SeverynMTBR14,
author = {Aliaksei Severyn and
Alessandro Moschitti and
Manos Tsagkias and
Richard Berendsen and
Maarten de Rijke},
editor = {Shlomo Geva and
Andrew Trotman and
Peter Bruza and
Charles L. A. Clarke and
Kalervo J{\"{a}}rvelin},
title = {A syntax-aware re-ranker for microblog retrieval},
booktitle = {The 37th International {ACM} {SIGIR} Conference on Research and Development
in Information Retrieval, {SIGIR} '14, Gold Coast , QLD, Australia
- July 06 - 11, 2014},
pages = {1067--1070},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2600428.2609511},
doi = {10.1145/2600428.2609511},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/SeverynMTBR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SeverynNM13,
author = {Aliaksei Severyn and
Massimo Nicosia and
Alessandro Moschitti},
title = {Learning Semantic Textual Similarity with Structural Representations},
booktitle = {Proceedings of the 51st Annual Meeting of the Association for Computational
Linguistics, {ACL} 2013, 4-9 August 2013, Sofia, Bulgaria, Volume
2: Short Papers},
pages = {714--718},
publisher = {The Association for Computer Linguistics},
year = {2013},
url = {https://aclanthology.org/P13-2125/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SeverynNM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SeverynNM13,
author = {Aliaksei Severyn and
Massimo Nicosia and
Alessandro Moschitti},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Building structures from classifiers for passage reranking},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {969--978},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505688},
doi = {10.1145/2505515.2505688},
timestamp = {Mon, 19 Aug 2024 08:36:26 +0200},
biburl = {https://dblp.org/rec/conf/cikm/SeverynNM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/SeverynNM13,
author = {Aliaksei Severyn and
Massimo Nicosia and
Alessandro Moschitti},
editor = {Julia Hockenmaier and
Sebastian Riedel},
title = {Learning Adaptable Patterns for Passage Reranking},
booktitle = {Proceedings of the Seventeenth Conference on Computational Natural
Language Learning, CoNLL 2013, Sofia, Bulgaria, August 8-9, 2013},
pages = {75--83},
publisher = {{ACL}},
year = {2013},
url = {https://aclanthology.org/W13-3509/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/SeverynNM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SeverynM13,
author = {Aliaksei Severyn and
Alessandro Moschitti},
title = {Automatic Feature Engineering for Answer Selection and Extraction},
booktitle = {Proceedings of the 2013 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2013, 18-21 October 2013, Grand Hyatt
Seattle, Seattle, Washington, USA, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}},
pages = {458--467},
publisher = {{ACL}},
year = {2013},
url = {https://aclanthology.org/D13-1044/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SeverynM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SeverynM13,
author = {Aliaksei Severyn and
Alessandro Moschitti},
editor = {Francesca Rossi},
title = {Fast Linearization of Tree Kernels over Large-Scale Data},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {2162--2168},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6593},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/SeverynM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/starsem/SeverynNM13,
author = {Aliaksei Severyn and
Massimo Nicosia and
Alessandro Moschitti},
editor = {Mona T. Diab and
Timothy Baldwin and
Marco Baroni},
title = {iKernels-Core: Tree Kernel Learning for Textual Similarity},
booktitle = {Proceedings of the Second Joint Conference on Lexical and Computational
Semantics, *SEM 2013, June 13-14, 2013, Atlanta, Georgia, {USA}},
pages = {53--58},
publisher = {Association for Computational Linguistics},
year = {2013},
url = {https://aclanthology.org/S13-1006/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/starsem/SeverynNM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SeverynM12,
author = {Aliaksei Severyn and
Alessandro Moschitti},
title = {Fast support vector machines for convolution tree kernels},
journal = {Data Min. Knowl. Discov.},
volume = {25},
number = {2},
pages = {325--357},
year = {2012},
url = {https://doi.org/10.1007/s10618-012-0276-8},
doi = {10.1007/S10618-012-0276-8},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SeverynM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/SeverynM12,
author = {Aliaksei Severyn and
Alessandro Moschitti},
editor = {William R. Hersh and
Jamie Callan and
Yoelle Maarek and
Mark Sanderson},
title = {Structural relationships for large-scale learning of answer re-ranking},
booktitle = {The 35th International {ACM} {SIGIR} conference on research and development
in Information Retrieval, {SIGIR} '12, Portland, OR, USA, August 12-16,
2012},
pages = {741--750},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2348283.2348383},
doi = {10.1145/2348283.2348383},
timestamp = {Wed, 14 Nov 2018 10:58:10 +0100},
biburl = {https://dblp.org/rec/conf/sigir/SeverynM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fet/SeverynM11,
author = {Aliaksei Severyn and
Alessandro Moschitti},
editor = {Alessandro Moschitti and
Riccardo Scandariato},
title = {Large-Scale Learning with Structural Kernels for Class-Imbalanced
Datasets},
booktitle = {Eternal Systems - First International Workshop, EternalS@FET 2011,
Budapest, Hungary, May 3, 2011, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {255},
pages = {34--41},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-28033-7\_4},
doi = {10.1007/978-3-642-28033-7\_4},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fet/SeverynM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SeverynM11,
author = {Aliaksei Severyn and
Alessandro Moschitti},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Fast Support Vector Machines for Structural Kernels},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6913},
pages = {175--190},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23808-6\_12},
doi = {10.1007/978-3-642-23808-6\_12},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SeverynM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SeverynM10,
author = {Aliaksei Severyn and
Alessandro Moschitti},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Large-Scale Support Vector Learning with Structural Kernels},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6323},
pages = {229--244},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15939-8\_15},
doi = {10.1007/978-3-642-15939-8\_15},
timestamp = {Fri, 25 Dec 2020 01:15:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SeverynM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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