• Refine your search:
  • 
    Keyword
  • 
    Creator / Publisher
  • 
    Year:
    
    • 2022 (2)
    • 2021 (8)
    • 2020 (9)
    • 2019 (6)
    • 2014 (1)
  • 
    Medium:
    
    • Online (25)
    • Print (1)
  • 
    Type
  • 
    BLLDB-Access

Search in the Catalogues and Directories

All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 26 1 Automatic Detection of Entity-Manipulated Text using Factual Knowledge ... Jawahar, Ganesh; Abdul-Mageed, Muhammad; Lakshmanan, Laks V. S.. - : arXiv, 2022 BASE Show details 2 Towards Afrocentric NLP for African Languages: Where We Are and Where We Can Go ... Adebara, Ife; Abdul-Mageed, Muhammad. - : arXiv, 2022 BASE Show details 3 Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling ... Khalifa, Muhammad; Abdul-Mageed, Muhammad; Shaalan, Khaled. - : arXiv, 2021 Abstract: A sufficient amount of annotated data is usually required to fine-tune pre-trained language models for downstream tasks. Unfortunately, attaining labeled data can be costly, especially for multiple language varieties and dialects. We propose to self-train pre-trained language models in zero- and few-shot scenarios to improve performance on data-scarce varieties using only resources from data-rich ones. We demonstrate the utility of our approach in the context of Arabic sequence labeling by using a language model fine-tuned on Modern Standard Arabic (MSA) only to predict named entities (NE) and part-of-speech (POS) tags on several dialectal Arabic (DA) varieties. We show that self-training is indeed powerful, improving zero-shot MSA-to-DA transfer by as large as \texttildelow 10\% F$_1$ (NER) and 2\% accuracy (POS tagging). We acquire even better performance in few-shot scenarios with limited amounts of labeled data. We conduct an ablation study and show that the performance boost observed directly results ... : Accepted at EACL 2021 (Camera Ready Version) ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences; Neural and Evolutionary Computing cs.NE URL: https://arxiv.org/abs/2101.04758 https://dx.doi.org/10.48550/arxiv.2101.04758 BASE Hide details 4 Investigating Code-Mixed Modern Standard Arabic-Egyptian to English Machine Translation ... Nagoudi, El Moatez Billah; Elmadany, AbdelRahim; Abdul-Mageed, Muhammad. - : arXiv, 2021 BASE Show details 5 NADI 2021: The Second Nuanced Arabic Dialect Identification Shared Task ... Abdul-Mageed, Muhammad; Zhang, Chiyu; Elmadany, AbdelRahim. - : arXiv, 2021 BASE Show details 6 Translating the Unseen? Yoruba-English MT in Low-Resource, Morphologically-Unmarked Settings ... Adebara, Ife; Abdul-Mageed, Muhammad; Silfverberg, Miikka. - : arXiv, 2021 BASE Show details 7 Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing ... Jawahar, Ganesh; Nagoudi, El Moatez Billah; Abdul-Mageed, Muhammad. - : arXiv, 2021 BASE Show details 8 ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic ... Abdul-Mageed, Muhammad; Elmadany, AbdelRahim; Nagoudi, El Moatez Billah. - : arXiv, 2021 BASE Show details 9 AraT5: Text-to-Text Transformers for Arabic Language Generation ... Nagoudi, El Moatez Billah; Elmadany, AbdelRahim; Abdul-Mageed, Muhammad. - : arXiv, 2021 BASE Show details 10 ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Abdul-Mageed, Muhammad; Nagoudi, ElMoatez Billah. - : Underline Science Inc., 2021 BASE Show details 11 NADI 2020: The First Nuanced Arabic Dialect Identification Shared Task ... Abdul-Mageed, Muhammad; Zhang, Chiyu; Bouamor, Houda. - : arXiv, 2020 BASE Show details 12 DiaLex: A Benchmark for Evaluating Multidialectal Arabic Word Embeddings ... Abdul-Mageed, Muhammad; Elbassuoni, Shady; Doughman, Jad. - : arXiv, 2020 BASE Show details 13 Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19 ... Abdul-Mageed, Muhammad; Elmadany, AbdelRahim; Nagoudi, El Moatez Billah. - : arXiv, 2020 BASE Show details 14 One Model to Pronounce Them All: Multilingual Grapheme-to-Phoneme Conversion With a Transformer Ensemble ... Vesik, Kaili; Abdul-Mageed, Muhammad; Silfverberg, Miikka. - : arXiv, 2020 BASE Show details 15 Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments ... Abdul-Mageed, Muhammad; Zhang, Chiyu; Elmadany, AbdelRahim. - : arXiv, 2020 BASE Show details 16 Automatic Detection of Machine Generated Text: A Critical Survey ... Jawahar, Ganesh; Abdul-Mageed, Muhammad; Lakshmanan, Laks V. S.. - : arXiv, 2020 BASE Show details 17 NADI 2020: The First Nuanced Arabic Dialect Identification Shared Task ... The 28th International Conference on Computational Linguistics 2020; Abdul-Mageed, Muhammad; Bouamor, Houda. - : Underline Science Inc., 2020 BASE Show details 18 Proceedings of the Fifth Arabic Natural Language Processing Workshop Bouamor, Houda; Zaghouani, Wajdi. - : Association for Computational Linguistics, 2020 BASE Show details 19 AraWEAT: Multidimensional analysis of biases in Arabic word embeddings Lauscher, Anne; Takieddin, Rafik; Ponzetto, Simone Paolo. - : Association for Computational Linguistics, 2020 BASE Show details 20 AraNet: A Deep Learning Toolkit for Arabic Social Media ... Abdul-Mageed, Muhammad; Zhang, Chiyu; Hashemi, Azadeh. - : arXiv, 2019 BASE Show details Page: 1 2

Mobile view All Catalogues UB Frankfurt Linguistik 0 IDS Mannheim 0 OLC Linguistik 1 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 0 Institut für Empirische Sprachwissenschaft 0 Leibniz-Centre General Linguistics (ZAS) 0 Bibliographies BLLDB 0 BDSL 0 IDS Bibliografie zur deutschen Grammatik 0 IDS Bibliografie zur Gesprächsforschung 0 IDS Konnektoren im Deutschen 0 IDS Präpositionen im Deutschen 0 IDS OBELEX meta 0 MPI-SHH Linguistics Collection 0 MPI for Psycholinguistics 0 Linked Open Data catalogues Annohub 0 Online resources Link directory 0 Journal directory 0 Database directory 0 Dictionary directory 0 Open access documents BASE 25 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0