Inigo Jauregi Unanue

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 31

Top Topics

Machine Translation

Reinforcement Learning

Language Independent

Top Venues

IEEE Trans. Artif. Intell.

Publications

Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi
A Generative Adversarial Attack for Multilingual Text Classifiers. CoRR (2024)
Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization. CoRR (2024)
Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi
XVD: Cross-Vocabulary Differentiable Training for Generative Adversarial Attacks. LREC/COLING (2024)
Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization. NAACL-HLT (2024)
Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi
A Constraint-Enforcing Reward for Adversarial Attacks on Text Classifiers. CoRR (2024)
Inigo Jauregi Unanue, Gholamreza Haffari, Massimo Piccardi
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification. Trans. Assoc. Comput. Linguistics 11 (2023)
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) (2023)
Shijie Li, Inigo Jauregi Unanue, Massimo Piccardi
Improving Machine Translation and Summarization with the Sinkhorn Divergence. PAKDD (4) (2023)
Inigo Jauregi Unanue, Gholamreza Haffari, Massimo Piccardi
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification. CoRR (2023)
Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization. ACL (1) (2022)
Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization. CoRR (2022)
Inigo Jauregi Unanue, Jacob Parnell, Massimo Piccardi
BERTTune: Fine-Tuning Neural Machine Translation with BERTScore. CoRR (2021)
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 (2021)
Inigo Jauregi Unanue, Jacob Parnell, Massimo Piccardi
BERTTune: Fine-Tuning Neural Machine Translation with BERTScore. ACL/IJCNLP (2) (2021)
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)
Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation. CoRR (2021)
Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation. SPNLP@ACL-IJCNLP (2021)
Inigo Jauregi Unanue, Nazanin Esmaili, Gholamreza Haffari, Massimo Piccardi
Leveraging Discourse Rewards for Document-Level Neural Machine Translation. CoRR (2020)
Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi
Learning Neural Textual Representations for Citation Recommendation. ICPR (2020)
Inigo Jauregi Unanue, Massimo Piccardi
Pretrained Language Models and Backtranslation for English-Basque Biomedical Neural Machine Translation. WMT@EMNLP (2020)
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)
Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi
Learning Neural Textual Representations for Citation Recommendation. CoRR (2020)
Inigo Jauregi Unanue, Nazanin Esmaili, Gholamreza Haffari, Massimo Piccardi
Leveraging Discourse Rewards for Document-Level Neural Machine Translation. COLING (2020)
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili, Massimo Piccardi
ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. CoRR (2019)
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)
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation. CoRR (2019)
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems. CoRR (2018)
Inigo Jauregi Unanue, Lierni Garmendia Arratibel, Ehsan Zare Borzeshi, Massimo Piccardi
English-Basque Statistical and Neural Machine Translation. LREC (2018)
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems. NMT@ACL (2018)
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 (2017)
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. CoRR (2017)