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ORCIDInigo Jauregi Unanue
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Books and Theses
- 2020
[b1]Inigo Jauregi Unanue:
Improving Low-Resource Named-Entity Recognition and Neural Machine Translation. University of Technology Sydney, Australia, 2020
Journal Articles
- 2023
- [j4]Inigo Jauregi Unanue, Gholamreza Haffari, Massimo Piccardi
:
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification. Trans. Assoc. Comput. Linguistics 11: 1147-1161 (2023) - [j3]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi:
Regressing Word and Sentence Embeddings for Low-Resource Neural Machine Translation. IEEE Trans. Artif. Intell. 4(3): 450-463 (2023) - 2021
- [j2]Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi:
NeuSub: A Neural Submodular Approach for Citation Recommendation. IEEE Access 9: 148459-148468 (2021) - 2017
- [j1]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi:
Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. J. Biomed. Informatics 76: 102-109 (2017)
Conference and Workshop Papers
- 2024
- [c15]Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi:
XVD: Cross-Vocabulary Differentiable Training for Generative Adversarial Attacks. LREC/COLING 2024: 17753-17763 - [c14]Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi:
SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization. NAACL-HLT 2024: 2399-2415 - [c13]Shijie Li, Inigo Jauregi Unanue, Massimo Piccardi:
LayerGLAT: A Flexible Non-autoregressive Transformer for Single-Pass and Multi-pass Prediction. ECML/PKDD (2) 2024: 233-249 - 2023
- [c12]Shijie Li, Inigo Jauregi Unanue, Massimo Piccardi:
Improving Machine Translation and Summarization with the Sinkhorn Divergence. PAKDD (4) 2023: 149-161 - 2022
- [c11]Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi:
A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization. ACL (1) 2022: 5112-5128 - 2021
- [c10]Inigo Jauregi Unanue, Jacob Parnell, Massimo Piccardi:
BERTTune: Fine-Tuning Neural Machine Translation with BERTScore. ACL/IJCNLP (2) 2021: 915-924 - [c9]Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi:
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation. SPNLP@ACL-IJCNLP 2021: 1-11 - [c8]Lana Yeganova, Dina Wiemann, Mariana L. Neves, Federica Vezzani, Amy Siu, Inigo Jauregi Unanue, Maite Oronoz, Nancy Mah, Aurélie Névéol, David Martínez, Rachel Bawden, Giorgio Maria Di Nunzio, Roland Roller, Philippe Thomas, Cristian Grozea, Olatz Perez-de-Viñaspre, Maika Vicente Navarro, Antonio Jimeno-Yepes:
Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set. WMT@EMNLP 2021: 664-683 - 2020
- [c7]Inigo Jauregi Unanue, Nazanin Esmaili, Gholamreza Haffari, Massimo Piccardi:
Leveraging Discourse Rewards for Document-Level Neural Machine Translation. COLING 2020: 4467-4482 - [c6]Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi:
Learning Neural Textual Representations for Citation Recommendation. ICPR 2020: 4145-4152 - [c5]Rachel Bawden, Giorgio Maria Di Nunzio, Cristian Grozea, Inigo Jauregi Unanue, Antonio Jimeno-Yepes, Nancy Mah, David Martínez, Aurélie Névéol, Mariana L. Neves, Maite Oronoz, Olatz Perez-de-Viñaspre, Massimo Piccardi, Roland Roller, Amy Siu, Philippe Thomas, Federica Vezzani, Maika Vicente Navarro, Dina Wiemann, Lana Yeganova:
Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages. WMT@EMNLP 2020: 660-687 - [c4]Inigo Jauregi Unanue, Massimo Piccardi:
Pretrained Language Models and Backtranslation for English-Basque Biomedical Neural Machine Translation. WMT@EMNLP 2020: 826-832 - 2019
- [c3]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili, Massimo Piccardi:
ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. NAACL-HLT (1) 2019: 430-436 - 2018
- [c2]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi:
A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems. NMT@ACL 2018: 11-17 - [c1]Inigo Jauregi Unanue, Lierni Garmendia Arratibel, Ehsan Zare Borzeshi, Massimo Piccardi:
English-Basque Statistical and Neural Machine Translation. LREC 2018
Informal and Other Publications
- 2024
- [i13]Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi:
A Generative Adversarial Attack for Multilingual Text Classifiers. CoRR abs/2401.08255 (2024) - [i12]Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi:
SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization. CoRR abs/2403.13240 (2024) - [i11]Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi:
A Constraint-Enforcing Reward for Adversarial Attacks on Text Classifiers. CoRR abs/2405.11904 (2024) - 2023
- [i10]Inigo Jauregi Unanue, Gholamreza Haffari, Massimo Piccardi:
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification. CoRR abs/2306.04996 (2023) - 2022
- [i9]Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi:
A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization. CoRR abs/2203.02894 (2022) - 2021
- [i8]Inigo Jauregi Unanue, Jacob Parnell, Massimo Piccardi:
BERTTune: Fine-Tuning Neural Machine Translation with BERTScore. CoRR abs/2106.02208 (2021) - [i7]Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi:
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation. CoRR abs/2106.04080 (2021) - 2020
- [i6]Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi:
Learning Neural Textual Representations for Citation Recommendation. CoRR abs/2007.04070 (2020) - [i5]Inigo Jauregi Unanue, Nazanin Esmaili, Gholamreza Haffari, Massimo Piccardi:
Leveraging Discourse Rewards for Document-Level Neural Machine Translation. CoRR abs/2010.03732 (2020) - 2019
- [i4]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili, Massimo Piccardi:
ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. CoRR abs/1904.02461 (2019) - [i3]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi:
Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation. CoRR abs/1909.13466 (2019) - 2018
- [i2]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi:
A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems. CoRR abs/1807.00248 (2018) - 2017
- [i1]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi:
Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. CoRR abs/1706.09569 (2017)
Coauthor Index
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