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PreQuEL: Quality Estimation of Machine Translation Outputs in Advance



Shachar Don-Yehiya , Leshem Choshen , Omri Abend


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Some Grammatical Errors are Frequent, Others are Important



Leshem Choshen , Ofir Shifman , Omri Abend


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Fusing finetuned models for better pretraining



Leshem Choshen , Elad Venezian , Noam Slonim , Yoav Katz


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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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Semantics-aware Attention Improves Neural Machine Translation



Aviv Slobodkin , Leshem Choshen , Omri Abend


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On Neurons Invariant to Sentence Structural Changes in Neural Machine Translation



Gal Patel , Leshem Choshen , Omri Abend


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The Grammar-Learning Trajectories of Neural Language Models



Leshem Choshen , Guy Hacohen , Daphna Weinshall , Omri Abend


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ComSum: Commit Messages Summarization and Meaning Preservation



Leshem Choshen , Idan Amit


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Part of Speech and Universal Dependency effects on English Arabic Machine Translation



Ofek Rafaeli , Omri Abend , Leshem Choshen , Dmitry Nikolaev

* 19 pages 

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$Q^{2}$: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering



Or Honovich , Leshem Choshen , Roee Aharoni , Ella Neeman , Idan Szpektor , Omri Abend


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