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IDANI: Inference-time Domain Adaptation via Neuron-level Interventions



Omer Antverg , Eyal Ben-David , Yonatan Belinkov

* Our code is available at https://github.com/technion-cs-nlp/idani 

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Example-based Hypernetworks for Out-of-Distribution Generalization



Tomer Volk , Eyal Ben-David , Ohad Amosy , Gal Chechik , Roi Reichart

* First two authors contributed equally to this work. Our code and data are available at: https://github.com/TomerVolk/Hyper-PADA 

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DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation



Nitay Calderon , Eyal Ben-David , Amir Feder , Roi Reichart

* Our code and data are available at https://github.com/nitaytech/DoCoGen 

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Improved Goal Oriented Dialogue via Utterance Generation and Look Ahead



Eyal Ben-David , Boaz Carmeli , Ateret Anaby-Tavor


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PADA: A Prompt-based Autoregressive Approach for Adaptation to Unseen Domains



Eyal Ben-David , Nadav Oved , Roi Reichart

* First two authors contributed equally to this work. Our code and data are available at: https://github.com/eyalbd2/PADA 

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Semantically Driven Sentence Fusion: Modeling and Evaluation



Eyal Ben-David , Orgad Keller , Eric Malmi , Idan Szpektor , Roi Reichart

* This paper was accepted to Findings of EMNLP 2020 

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PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models



Eyal Ben-David , Carmel Rabinovitz , Roi Reichart

* Accepted to TACL in June 2020 

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Three-dimensional propagation and time-reversal of fluorescence images



Yichen Wu , Yair Rivenson , Hongda Wang , Yilin Luo , Eyal Ben-David , Aydogan Ozcan

* 39 pages (main text) 

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