Search Results - "Leong, Colin"

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

“…With the success of large-scale pre-training and multilingual modeling in Natural Language Processing (NLP), recent years have seen a proliferation of large,…”
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Culture of low passage colorectal cancer cells and demonstration of variation in selected tumour marker expression by Arul, Melanie, Roslani, April Camilla, Ng, Colin Leong Liong, Cheah, Swee Hung

“…There is increasing evidence that a tumour comprises of heterogeneous population of cells. Thus, studying homogenous cell lines in vitro may yield results that…”
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Enhancing Multi-Domain Automatic Short Answer Grading through an Explainable Neuro-Symbolic Pipeline by Künnecke, Felix, Filighera, Anna, Leong, Colin, Steuer, Tim

“…Grading short answer questions automatically with interpretable reasoning behind the grading decision is a challenging goal for current transformer approaches…”
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JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language Processing by Gueuwou, Shester, Siake, Sophie, Leong, Colin, Müller, Mathias

“…Advancements in sign language processing have been hindered by a lack of sufficient data, impeding progress in recognition, translation, and production tasks…”
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Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks by Leong, Colin, Nemecek, Joshua, Mansdorfer, Jacob, Filighera, Anna, Owodunni, Abraham, Whitenack, Daniel

“…EMNLP 2022 We present Bloom Library, a linguistically diverse set of multimodal and multilingual datasets for language modeling, image captioning, visual…”
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The eBible Corpus: Data and Model Benchmarks for Bible Translation for Low-Resource Languages by Akerman, Vesa, Baines, David, Daspit, Damien, Hermjakob, Ulf, Jang, Taeho, Leong, Colin, Martin, Michael, Mathew, Joel, Robie, Jonathan, Schwarting, Marcus

“…Efficiently and accurately translating a corpus into a low-resource language remains a challenge, regardless of the strategies employed, whether manual,…”
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Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages by Leong, Colin, Shandilya, Herumb, Dossou, Bonaventure F. P, Tonja, Atnafu Lambebo, Mathew, Joel, Omotayo, Abdul-Hakeem, Yousuf, Oreen, Akinjobi, Zainab, Emezue, Chris Chinenye, Muhammad, Shamsudeen, Kolawole, Steven, Choi, Younwoo, Adewumi, Tosin

“…Many natural language processing (NLP) tasks make use of massively pre-trained language models, which are computationally expensive. However, access to high…”
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BibleTTS: a large, high-fidelity, multilingual, and uniquely African speech corpus by Meyer, Josh, Adelani, David Ifeoluwa, Casanova, Edresson, Öktem, Alp, Weber, Daniel Whitenack Julian, Kabongo, Salomon, Salesky, Elizabeth, Orife, Iroro, Leong, Colin, Ogayo, Perez, Emezue, Chris, Mukiibi, Jonathan, Osei, Salomey, Agbolo, Apelete, Akinode, Victor, Opoku, Bernard, Olanrewaju, Samuel, Alabi, Jesujoba, Muhammad, Shamsuddeen

“…BibleTTS is a large, high-quality, open speech dataset for ten languages spoken in Sub-Saharan Africa. The corpus contains up to 86 hours of aligned, studio…”
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Documenting Geographically and Contextually Diverse Data Sources: The BigScience Catalogue of Language Data and Resources by McMillan-Major, Angelina, Alyafeai, Zaid, Biderman, Stella, Chen, Kimbo, De Toni, Francesco, Dupont, Gérard, Elsahar, Hady, Emezue, Chris, Aji, Alham Fikri, Ilić, Suzana, Khamis, Nurulaqilla, Leong, Colin, Masoud, Maraim, Soroa, Aitor, Suarez, Pedro Ortiz, Talat, Zeerak, van Strien, Daniel, Jernite, Yacine

“…In recent years, large-scale data collection efforts have prioritized the amount of data collected in order to improve the modeling capabilities of large…”
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A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation by Adelani, David Ifeoluwa, Alabi, Jesujoba Oluwadara, Fan, Angela, Kreutzer, Julia, Shen, Xiaoyu, Reid, Machel, Ruiter, Dana, Klakow, Dietrich, Nabende, Peter, Chang, Ernie, Gwadabe, Tajuddeen, Sackey, Freshia, Dossou, Bonaventure F. P, Emezue, Chris Chinenye, Leong, Colin, Beukman, Michael, Muhammad, Shamsuddeen Hassan, Jarso, Guyo Dub, Yousuf, Oreen, Rubungo, Andre Niyongabo, Hacheme, Gilles, Wairagala, Eric Peter, Nasir, Muhammad Umair, Ajibade, Benjamin Ayoade, Ajayi, Tunde Oluwaseyi, Gitau, Yvonne Wambui, Abbott, Jade, Ahmed, Mohamed, Ochieng, Millicent, Aremu, Anuoluwapo, Ogayo, Perez, Mukiibi, Jonathan, Kabore, Fatoumata Ouoba, Kalipe, Godson Koffi, Mbaye, Derguene, Tapo, Allahsera Auguste, Koagne, Victoire Memdjokam, Munkoh-Buabeng, Edwin, Wagner, Valencia, Abdulmumin, Idris, Awokoya, Ayodele, Buzaaba, Happy, Sibanda, Blessing, Bukula, Andiswa, Manthalu, Sam

“…Recent advances in the pre-training of language models leverage large-scale datasets to create multilingual models. However, low-resource languages are mostly…”
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Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets by Kreutzer, Julia, Caswell, Isaac, Wang, Lisa, Wahab, Ahsan, van Esch, Daan, Ulzii-Orshikh, Nasanbayar, Tapo, Allahsera, Subramani, Nishant, Sokolov, Artem, Sikasote, Claytone, Setyawan, Monang, Sarin, Supheakmungkol, Samb, Sokhar, Sagot, Benoît, Rivera, Clara, Rios, Annette, Papadimitriou, Isabel, Osei, Salomey, Suarez, Pedro Ortiz, Orife, Iroro, Ogueji, Kelechi, Rubungo, Andre Niyongabo, Nguyen, Toan Q, Müller, Mathias, Müller, André, Muhammad, Shamsuddeen Hassan, Muhammad, Nanda, Mnyakeni, Ayanda, Mirzakhalov, Jamshidbek, Matangira, Tapiwanashe, Leong, Colin, Lawson, Nze, Kudugunta, Sneha, Jernite, Yacine, Jenny, Mathias, Firat, Orhan, Dossou, Bonaventure F. P, Dlamini, Sakhile, de Silva, Nisansa, Ballı, Sakine Çabuk, Biderman, Stella, Battisti, Alessia, Baruwa, Ahmed, Bapna, Ankur, Baljekar, Pallavi, Azime, Israel Abebe, Awokoya, Ayodele, Ataman, Duygu, Ahia, Orevaoghene, Ahia, Oghenefego, Agrawal, Sweta, Adeyemi, Mofetoluwa

“…Transactions of the Association for Computational Linguistics (2022) 10: 50-72 With the success of large-scale pre-training and multilingual modeling in…”
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Power-Control Design of Resonant Converters by Fu, Colin Leong Chee

“…Novel design techniques are presented for load-resonant and quasi-resonant converters for use in, for example, arc-welding and fan-load power supplies. Both…”
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