Duygu Ataman

According to our database, Duygu Ataman authored at least 22 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Evaluating Morphological Compositional Generalization in Large Language Models.

Mete Ismayilzada, Defne Circi, Jonne Sälevä, Hale Sirin, Abdullatif Köksal, Bhuwan Dhingra, Antoine Bosselut, Lonneke van der Plas, Duygu Ataman

CoRR, 2024

Generalization Measures for Zero-Shot Cross-Lingual Transfer.

Saksham Bassi, Duygu Ataman, Kyunghyun Cho

CoRR, 2024

2023

Delving into Evaluation Metrics for Generation: A Thorough Assessment of How Metrics Generalize to Rephrasing Across Languages.

Yixuan Wang, Qingyan Chen, Duygu Ataman

Proceedings of the 4th Workshop on Evaluation and Comparison of NLP Systems, 2023

2022

Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets.

Julia Kreutzer, Isaac Caswell, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei, Pedro Javier Ortiz Suárez, Iroro Orife, Kelechi Ogueji, Andre Niyongabo Rubungo, Toan Q. Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Firat, Bonaventure F. P. Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk Balli, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi

Trans. Assoc. Comput. Linguistics, 2022

Quantifying Synthesis and Fusion and their Impact on Machine Translation.

Arturo Oncevay, Duygu Ataman, Niels van Berkel, Barry Haddow, Alexandra Birch, Johannes Bjerva

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

UniMorph 4.0: Universal Morphology.

Khuyagbaatar Batsuren, Omer Goldman, Salam Khalifa, Nizar Habash, Witold Kieras, Gábor Bella, Brian Leonard, Garrett Nicolai, Kyle Gorman, Yustinus Ghanggo Ate, Maria Ryskina, Sabrina J. Mielke, Elena Budianskaya, Charbel El-Khaissi, Tiago Pimentel, Michael Gasser, William Abbott Lane, Mohit Raj, Matt Coler, Jaime Rafael Montoya Samame, Delio Siticonatzi Camaiteri, Esaú Zumaeta Rojas, Didier López Francis, Arturo Oncevay, Juan López Bautista, Gema Celeste Silva Villegas, Lucas Torroba Hennigen, Adam Ek, David Guriel, Peter Dirix, Jean-Philippe Bernardy, Andrey Scherbakov, Aziyana Bayyr-ool, Antonios Anastasopoulos, Roberto Zariquiey, Karina Sheifer, Sofya Ganieva, Hilaria Cruz, Ritván Karahóga, Stella Markantonatou, George Pavlidis, Matvey Plugaryov, Elena Klyachko, Ali Salehi, Candy Angulo, Jatayu Baxi, Andrew Krizhanovsky, Natalia Krizhanovskaya, Elizabeth Salesky, Clara Vania, Sardana Ivanova, Jennifer C. White, Rowan Hall Maudslay, Josef Valvoda, Ran Zmigrod, Paula Czarnowska, Irene Nikkarinen, Aelita Salchak, Brijesh Bhatt, Christopher Straughn, Zoey Liu, Jonathan North Washington, Yuval Pinter, Duygu Ataman, Marcin Wolinski, Totok Suhardijanto, Anna Yablonskaya, Niklas Stoehr, Hossep Dolatian, Zahroh Nuriah, Shyam Ratan, Francis M. Tyers, Edoardo M. Ponti, Grant Aiton, Aryaman Arora, Richard J. Hatcher, Ritesh Kumar, Jeremiah Young, Daria Rodionova, Anastasia Yemelina, Taras Andrushko, Igor Marchenko, Polina Mashkovtseva, Alexandra Serova, Emily Prud'hommeaux, Maria Nepomniashchaya, Fausto Giunchiglia, Eleanor Chodroff, Mans Hulden, Miikka Silfverberg, Arya D. McCarthy, David Yarowsky, Ryan Cotterell, Reut Tsarfaty, Ekaterina Vylomova

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Logographic Information Aids Learning Better Representations for Natural Language Inference.

Zijian Jin, Duygu Ataman

Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

2021

Evaluating Multiway Multilingual NMT in the Turkic Languages.

Jamshidbek Mirzakhalov, Anoop Babu, Aigiz Kunafin, Ahsan Wahab, Behzod Moydinboyev, Sardana Ivanova, Mokhiyakhon Uzokova, Shaxnoza Pulatova, Duygu Ataman, Julia Kreutzer, Francis M. Tyers, Orhan Firat, John Licato, Sriram Chellappan

CoRR, 2021

Evaluating Multiway Multilingual NMT in the Turkic Languages.

Jamshidbek Mirzakhalov, Anoop Babu, Aigiz Kunafin, Ahsan Wahab, Behzodbek Moydinboyev, Sardana Ivanova, Mokhiyakhon Uzokova, Shaxnoza Pulatova, Duygu Ataman, Julia Kreutzer, Francis M. Tyers, Orhan Firat, John Licato, Sriram Chellappan

Proceedings of the Sixth Conference on Machine Translation, 2021

A Large-Scale Study of Machine Translation in Turkic Languages.

Jamshidbek Mirzakhalov, Anoop Babu, Duygu Ataman, Sherzod Kariev, Francis M. Tyers, Otabek Abduraufov, Mammad Hajili, Sardana Ivanova, Abror Khaytbaev, Antonio Laverghetta Jr., Behzodbek Moydinboyev, Esra Onal, Shaxnoza Pulatova, Ahsan Wahab, Orhan Firat, Sriram Chellappan

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models.

Jiaoda Li, Duygu Ataman, Rico Sennrich

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

A Latent Morphology Model for Open-Vocabulary Neural Machine Translation.

Duygu Ataman, Wilker Aziz, Alexandra Birch

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Learning Morphology for Open-Vocabulary Neural Machine Translation.

Duygu Ataman

PhD thesis, 2019

On the Importance of Word Boundaries in Character-level Neural Machine Translation.

Duygu Ataman, Orhan Firat, Mattia Antonino Di Gangi, Marcello Federico, Alexandra Birch

Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, 2019

2018

Bianet: A Parallel News Corpus in Turkish, Kurdish and English.

Duygu Ataman

CoRR, 2018

Compositional Source Word Representations for Neural Machine Translation.

Duygu Ataman, Mattia Antonino Di Gangi, Marcello Federico

Proceedings of the 21st Annual Conference of the European Association for Machine Translation, 2018

An Evaluation of Two Vocabulary Reduction Methods for Neural Machine Translation.

Duygu Ataman, Marcello Federico

Proceedings of the 13th Conference of the Association for Machine Translation in the Americas, 2018

Compositional Representation of Morphologically-Rich Input for Neural Machine Translation.

Duygu Ataman, Marcello Federico

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Linguistically Motivated Vocabulary Reduction for Neural Machine Translation from Turkish to English.

Duygu Ataman, Matteo Negri, Marco Turchi, Marcello Federico

Prague Bull. Math. Linguistics, 2017

Automatic translation memory cleaning.

Matteo Negri, Duygu Ataman, Masoud Jalili Sabet, Marco Turchi, Marcello Federico

Mach. Transl., 2017

2016

FBK HLT-MT at SemEval-2016 Task 1: Cross-lingual Semantic Similarity Measurement Using Quality Estimation Features and Compositional Bilingual Word Embeddings.

Duygu Ataman, José Guilherme Camargo de Souza, Marco Turchi, Matteo Negri

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

FBK's Neural Machine Translation Systems for IWSLT 2016.

M. Amin Farajian, Rajen Chatterjee, Costanza Conforti, Shahab Jalalvand, Vevake Balaraman, Mattia Antonino Di Gangi, Duygu Ataman, Marco Turchi, Matteo Negri, Marcello Federico

Proceedings of the 13th International Conference on Spoken Language Translation, 2016