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VIRATrustData: A Trust-Annotated Corpus of Human-Chatbot Conversations About COVID-19 Vaccines



Roni Friedman , João Sedoc , Shai Gretz , Assaf Toledo , Rose Weeks , Naor Bar-Zeev , Yoav Katz , Noam Slonim


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Benchmark Data and Evaluation Framework for Intent Discovery Around COVID-19 Vaccine Hesitancy



Shai Gretz , Assaf Toledo , Roni Friedman , Dan Lahav , Rose Weeks , Naor Bar-Zeev , João Sedoc , Pooja Sangha , Yoav Katz , Noam Slonim


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Diversity Enhanced Table-to-Text Generation via Type Control



Yotam Perlitz , Liat Ein-Dot , Dafna Sheinwald , Noam Slonim , Michal Shmueli-Scheuer

* 4 pages, 4 figures 

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Multi-Domain Targeted Sentiment Analysis



Orith Toledo-Ronen , Matan Orbach , Yoav Katz , Noam Slonim

* Accepted to NAACL 2022 (long paper) 

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Fusing finetuned models for better pretraining



Leshem Choshen , Elad Venezian , Noam Slonim , Yoav Katz


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Quality Controlled Paraphrase Generation



Elron Bandel , Ranit Aharonov , Michal Shmueli-Scheuer , Ilya Shnayderman , Noam Slonim , Liat Ein-Dor

* Accepted as a long paper at ACL 2022 

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Heuristic-based Inter-training to Improve Few-shot Multi-perspective Dialog Summarization



Benjamin Sznajder , Chulaka Gunasekara , Guy Lev , Sachin Joshi , Eyal Shnarch , Noam Slonim


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Cluster & Tune: Boost Cold Start Performance in Text Classification



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

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

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Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis



Liat Ein-Dor , Ilya Shnayderman , Artem Spector , Lena Dankin , Ranit Aharonov , Noam Slonim


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Overview of the 2021 Key Point Analysis Shared Task



Roni Friedman , Lena Dankin , Yufang Hou , Ranit Aharonov , Yoav Katz , Noam Slonim


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