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Principled Paraphrase Generation with Parallel Corpora



Aitor Ormazabal , Mikel Artetxe , Gorka Labaka , Aitor Soroa , Eneko Agirre

* ACL 2022 

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PoeLM: A Meter- and Rhyme-Controllable Language Model for Unsupervised Poetry Generation



Aitor Ormazabal , Mikel Artetxe , Manex Agirrezabal , Aitor Soroa , Eneko Agirre


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



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



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



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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Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question Answering



Ander Salaberria , Gorka Azkune , Oier Lopez de Lacalle , Aitor Soroa , Eneko Agirre

* 10 pages with 3 figures 

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



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

* Accepted at EMNLP2021 

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Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining



Ivana Kvapilıkova , Mikel Artetxe , Gorka Labaka , Eneko Agirre , Ondřej Bojar

* Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics - Student Research Workshop, pages 255-262, Association for Computational Linguistics, 2020 
* ACL SRW 2020 

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Inferring spatial relations from textual descriptions of images



Aitzol Elu , Gorka Azkune , Oier Lopez de Lacalle , Ignacio Arganda-Carreras , Aitor Soroa , Eneko Agirre

* Accepted in Pattern Recognition 

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Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring



Aitor Ormazabal , Mikel Artetxe , Aitor Soroa , Gorka Labaka , Eneko Agirre


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