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Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining


May 21, 2021
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


Feb 01, 2021
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


Dec 31, 2020
Aitor Ormazabal, Mikel Artetxe, Aitor Soroa, Gorka Labaka, Eneko Agirre


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Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning


Nov 01, 2020
Jon Ander Campos, Kyunghyun Cho, Arantxa Otegi, Aitor Soroa, Gorka Azkune, Eneko Agirre

* Accepted at COLING 2020. 11 pages, 5 figures 

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Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems


Oct 05, 2020
Jan Deriu, Don Tuggener, Pius von D├Ąniken, Jon Ander Campos, Alvaro Rodrigo, Thiziri Belkacem, Aitor Soroa, Eneko Agirre, Mark Cieliebak


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DoQA -- Accessing Domain-Specific FAQs via Conversational QA


May 18, 2020
Jon Ander Campos, Arantxa Otegi, Aitor Soroa, Jan Deriu, Mark Cieliebak, Eneko Agirre

* Accepted at ACL 2020. 13 pages 4 figures 

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A Call for More Rigor in Unsupervised Cross-lingual Learning


Apr 30, 2020
Mikel Artetxe, Sebastian Ruder, Dani Yogatama, Gorka Labaka, Eneko Agirre

* ACL 2020 

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A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation


Apr 16, 2020
Jan Deriu, Katsiaryna Mlynchyk, Philippe Schl├Ąpfer, Alvaro Rodrigo, Dirk von Gr├╝nigen, Nicolas Kaiser, Kurt Stockinger, Eneko Agirre, Mark Cieliebak


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Translation Artifacts in Cross-lingual Transfer Learning


Apr 14, 2020
Mikel Artetxe, Gorka Labaka, Eneko Agirre


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Evaluating Multimodal Representations on Visual Semantic Textual Similarity


Apr 04, 2020
Oier Lopez de Lacalle, Ander Salaberria, Aitor Soroa, Gorka Azkune, Eneko Agirre

* Accepted in ECAI-2020, 8 pages, 6 tables, 6 figures 

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Give your Text Representation Models some Love: the Case for Basque


Apr 02, 2020
Rodrigo Agerri, I├▒aki San Vicente, Jon Ander Campos, Ander Barrena, Xabier Saralegi, Aitor Soroa, Eneko Agirre

* Accepted at LREC 2020; 8 pages, 7 tables 

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Do all Roads Lead to Rome? Understanding the Role of Initialization in Iterative Back-Translation


Feb 28, 2020
Mikel Artetxe, Gorka Labaka, Noe Casas, Eneko Agirre


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Bilingual Lexicon Induction through Unsupervised Machine Translation


Jul 24, 2019
Mikel Artetxe, Gorka Labaka, Eneko Agirre

* ACL 2019 

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Analyzing the Limitations of Cross-lingual Word Embedding Mappings


Jun 12, 2019
Aitor Ormazabal, Mikel Artetxe, Gorka Labaka, Aitor Soroa, Eneko Agirre

* ACL 2019 

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Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings


Jun 09, 2019
Yadollah Yaghoobzadeh, Katharina Kann, Timothy J. Hazen, Eneko Agirre, Hinrich Sch├╝tze

* 14 pages, Accepted at ACL 2019 

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Survey on Evaluation Methods for Dialogue Systems


May 10, 2019
Jan Deriu, Alvaro Rodrigo, Arantxa Otegi, Guillermo Echegoyen, Sophie Rosset, Eneko Agirre, Mark Cieliebak


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An Effective Approach to Unsupervised Machine Translation


Feb 04, 2019
Mikel Artetxe, Gorka Labaka, Eneko Agirre


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Evaluating Multimodal Representations on Sentence Similarity: vSTS, Visual Semantic Textual Similarity Dataset


Sep 11, 2018
Oier Lopez de Lacalle, Aitor Soroa, Eneko Agirre

* ICCV17: second workshop on Closing the Loop Between Vision and Language. Venice, Italy. 2017 

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Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation


Sep 06, 2018
Mikel Artetxe, Gorka Labaka, I├▒igo Lopez-Gazpio, Eneko Agirre

* CoNLL 2018 

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Unsupervised Statistical Machine Translation


Sep 04, 2018
Mikel Artetxe, Gorka Labaka, Eneko Agirre

* EMNLP 2018 

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A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings


May 17, 2018
Mikel Artetxe, Gorka Labaka, Eneko Agirre

* ACL 2018 

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The risk of sub-optimal use of Open Source NLP Software: UKB is inadvertently state-of-the-art in knowledge-based WSD


May 11, 2018
Eneko Agirre, Oier L├│pez de Lacalle, Aitor Soroa


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Unsupervised Neural Machine Translation


Feb 26, 2018
Mikel Artetxe, Gorka Labaka, Eneko Agirre, Kyunghyun Cho

* Published as a conference paper at ICLR 2018 

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SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation


Jul 31, 2017
Daniel Cer, Mona Diab, Eneko Agirre, I├▒igo Lopez-Gazpio, Lucia Specia

* To appear in proceedings of the SemEval workshop at ACL 2017; 14 pages, 14 Tables, 1 Figure 

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Evaluating the word-expert approach for Named-Entity Disambiguation


Mar 15, 2016
Angel X. Chang, Valentin I. Spitkovsky, Christopher D. Manning, Eneko Agirre


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Improving distant supervision using inference learning


Sep 12, 2015
Roland Roller, Eneko Agirre, Aitor Soroa, Mark Stevenson

* In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) 

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Studying the Wikipedia Hyperlink Graph for Relatedness and Disambiguation


Mar 12, 2015
Eneko Agirre, Ander Barrena, Aitor Soroa


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The Basque task: did systems perform in the upperbound?


Apr 12, 2002
Eneko Agirre, Elena Garcia, Mikel Lersundi, David Martinez, Eli Pociello

* Proceedings of the SENSEVAL-2 Workshop. In conjunction with ACL'2001/EACL'2001. Toulouse 
* 4 pages 

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