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Zero-Shot Text Classification with Self-Training


Oct 31, 2022
Ariel Gera, Alon Halfon, Eyal Shnarch, Yotam Perlitz, Liat Ein-Dor, Noam Slonim

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* 9 pages, 5 figures; To be published in EMNLP 2022 

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Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours


Aug 02, 2022
Eyal Shnarch, Alon Halfon, Ariel Gera, Marina Danilevsky, Yannis Katsis, Leshem Choshen, Martin Santillan Cooper, Dina Epelboim, Zheng Zhang, Dakuo Wang, Lucy Yip, Liat Ein-Dor, Lena Dankin, Ilya Shnayderman, Ranit Aharonov, Yunyao Li, Naftali Liberman, Philip Levin Slesarev, Gwilym Newton, Shila Ofek-Koifman, Noam Slonim, Yoav Katz

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* 7 pages, 2 figures 

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Cluster & Tune: Boost Cold Start Performance in Text Classification


Mar 20, 2022
Eyal Shnarch, Ariel Gera, Alon Halfon, Lena Dankin, Leshem Choshen, Ranit Aharonov, Noam Slonim

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* 9 pages, 6 figures; To be published in ACL 2022 

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Financial Event Extraction Using Wikipedia-Based Weak Supervision


Nov 25, 2019
Liat Ein-Dor, Ariel Gera, Orith Toledo-Ronen, Alon Halfon, Benjamin Sznajder

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Corpus Wide Argument Mining -- a Working Solution


Nov 25, 2019
Liat Ein-Dor, Eyal Shnarch, Lena Dankin, Alon Halfon, Benjamin Sznajder, Ariel Gera, Carlos Alzate, Martin Gleize, Leshem Choshen, Yufang Hou, Yonatan Bilu, Ranit Aharonov, Noam Slonim

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* AAAI 2020 

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A Dataset of General-Purpose Rebuttal


Sep 01, 2019
Matan Orbach, Yonatan Bilu, Ariel Gera, Yoav Kantor, Lena Dankin, Tamar Lavee, Lili Kotlerman, Shachar Mirkin, Michal Jacovi, Ranit Aharonov, Noam Slonim

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* EMNLP 2019 

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Argument Invention from First Principles


Aug 22, 2019
Yonatan Bilu, Ariel Gera, Daniel Hershcovich, Benjamin Sznajder, Dan Lahav, Guy Moshkowich, Anael Malet, Assaf Gavron, Noam Slonim

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* Presented at ACL 2019 

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Controversy in Context


Aug 20, 2019
Benjamin Sznajder, Ariel Gera, Yonatan Bilu, Dafna Sheinwald, Ella Rabinovich, Ranit Aharonov, David Konopnicki, Noam Slonim

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* 5 pages 

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