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Multilingual Argument Mining: Datasets and Analysis



Orith Toledo-Ronen , Matan Orbach , Yonatan Bilu , Artem Spector , Noam Slonim

* Accepted to Findings of EMNLP 2020 (Long Paper). For the associated multilingual arguments and evidence corpus, see https://www.research.ibm.com/haifa/dept/vst/debating_data.shtml#Multilingual%20Argument%20Mining 

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The workweek is the best time to start a family -- A Study of GPT-2 Based Claim Generation



Shai Gretz , Yonatan Bilu , Edo Cohen-Karlik , Noam Slonim

* Accepted to Findings of EMNLP 2020 

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What if we had no Wikipedia? Domain-independent Term Extraction from a Large News Corpus



Yonatan Bilu , Shai Gretz , Edo Cohen , Noam Slonim


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Out of the Echo Chamber: Detecting Countering Debate Speeches



Matan Orbach , Yonatan Bilu , Assaf Toledo , Dan Lahav , Michal Jacovi , Ranit Aharonov , Noam Slonim

* Accepted to ACL 2020 as Long Paper. For the associated debate speeches corpus, see https://www.research.ibm.com/haifa/dept/vst/debating_data.shtml#Debate%20Speech%20Analysis 

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Corpus Wide Argument Mining -- a Working Solution



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

* AAAI 2020 

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A Dataset of General-Purpose Rebuttal



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

* EMNLP 2019 

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Argument Invention from First Principles



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

* Presented at ACL 2019 

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Controversy in Context



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

* 5 pages 

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Towards Effective Rebuttal: Listening Comprehension using Corpus-Wide Claim Mining



Tamar Lavee , Matan Orbach , Lili Kotlerman , Yoav Kantor , Shai Gretz , Lena Dankin , Shachar Mirkin , Michal Jacovi , Yonatan Bilu , Ranit Aharonov , Noam Slonim

* 6th Argument Mining Workshop @ ACL 2019 

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On the practically interesting instances of MAXCUT



Yonatan Bilu , Amit Daniely , Nati Linial , Michael Saks


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