Search Results - "Bollmann, Marcel"

CreoleVal: Multilingual Multitask Benchmarks for Creoles by Lent, Heather, Tatariya, Kushal, Dabre, Raj, Chen, Yiyi, Fekete, Marcell, Ploeger, Esther, Zhou, Li, Armstrong, Ruth-Ann, Eijansantos, Abee, Malau, Catriona, Heje, Hans Erik, Lavrinovics, Ernests, Kanojia, Diptesh, Belony, Paul, Bollmann, Marcel, Grobol, Loïc, Lhoneux, Miryam de, Hershcovich, Daniel, DeGraff, Michel, Søgaard, Anders, Bjerva, Johannes

“…Creoles represent an under-explored and marginalized group of languages, with few available resources for NLP research. While the genealogical ties between…”
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A Large-Scale Comparison of Historical Text Normalization Systems by Bollmann, Marcel

“…There is no consensus on the state-of-the-art approach to historical text normalization. Many techniques have been proposed, including rule-based methods,…”
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How Good is Your Wikipedia? by Tatariya, Kushal, Kulmizev, Artur, Poelman, Wessel, Ploeger, Esther, Bollmann, Marcel, Bjerva, Johannes, Luo, Jiaming, Lent, Heather, de Lhoneux, Miryam

“…Wikipedia's perceived high quality and broad language coverage have established it as a fundamental resource in multilingual NLP. In the context of…”
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Improving historical spelling normalization with bi-directional LSTMs and multi-task learning by Bollmann, Marcel, Søgaard, Anders

“…Natural-language processing of historical documents is complicated by the abundance of variant spellings and lack of annotated data. A common approach is to…”
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Few-Shot and Zero-Shot Learning for Historical Text Normalization by Bollmann, Marcel, Korchagina, Natalia, Søgaard, Anders

“…Historical text normalization often relies on small training datasets. Recent work has shown that multi-task learning can lead to significant improvements by…”
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CreoleVal: Multilingual Multitask Benchmarks for Creoles by Lent, Heather, Tatariya, Kushal, Dabre, Raj, Chen, Yiyi, Fekete, Marcell, Ploeger, Esther, Zhou, Li, Armstrong, Ruth-Ann, Eijansantos, Abee, Malau, Catriona, Heje, Hans Erik, Lavrinovics, Ernests, Kanojia, Diptesh, Belony, Paul, Bollmann, Marcel, Grobol, Loïc, de Lhoneux, Miryam, Hershcovich, Daniel, DeGraff, Michel, Søgaard, Anders, Bjerva, Johannes

“…Creoles represent an under-explored and marginalized group of languages, with few available resources for NLP research.While the genealogical ties between…”
Get full text