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Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning


May 03, 2022
Oscar Sainz, Itziar Gonzalez-Dios, Oier Lopez de Lacalle, Bonan Min, Eneko Agirre

* Accepted as Findings of NAACL2022 

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ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations


Mar 28, 2022
Oscar Sainz, Haoling Qiu, Oier Lopez de Lacalle, Eneko Agirre, Bonan Min


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Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey


Nov 01, 2021
Bonan Min, Hayley Ross, Elior Sulem, Amir Pouran Ben Veyseh, Thien Huu Nguyen, Oscar Sainz, Eneko Agirre, Ilana Heinz, Dan Roth


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Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction


Sep 08, 2021
Oscar Sainz, Oier Lopez de Lacalle, Gorka Labaka, Ander Barrena, Eneko Agirre

* Accepted at EMNLP2021 

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Ask2Transformers: Zero-Shot Domain labelling with Pre-trained Language Models


Jan 29, 2021
Oscar Sainz, German Rigau

* Accepted on Proceedings of the 11th Global WordNet Conference (GWC 2021). 

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