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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 Hits 1 – 8 of 8 1 One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia ... Aji, Alham Fikri; Winata, Genta Indra; Koto, Fajri. - : arXiv, 2022 BASE Show details 2 Evaluating the Efficacy of Summarization Evaluation across Languages ... Koto, Fajri; Lau, Jey Han; Baldwin, Timothy. - : arXiv, 2021 BASE Show details 3 IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Baldwin, Timothy; Koto, Fajri; Lau, Jey Han. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.833/ Abstract: We present IndoBERTweet, the first large-scale pretrained model for Indonesian Twitter that is trained by extending a monolingually-trained Indonesian BERT model with additive domain-specific vocabulary. We focus in particular on efficient model adaptation under vocabulary mismatch, and benchmark different ways of initializing the BERT embedding layer for new word types. We find that initializing with the average BERT subword embedding makes pretraining five times faster, and is more effective than proposed methods for vocabulary adaptation in terms of extrinsic evaluation over seven Twitter-based datasets. ... Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Processing URL: https://underline.io/lecture/37902-indobertweet-a-pretrained-language-model-for-indonesian-twitter-with-effective-domain-specific-vocabulary-initialization https://dx.doi.org/10.48448/g7tk-tb36 BASE Hide details 4 Evaluating the Efficacy of Summarization Evaluation across Languages ... 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; Baldwin, Timothy; Koto, Fajri. - : Underline Science Inc., 2021 BASE Show details 5 Liputan6: A Large-scale Indonesian Dataset for Text Summarization ... Koto, Fajri; Lau, Jey Han; Baldwin, Timothy. - : arXiv, 2020 BASE Show details 6 IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP ... The 28th International Conference on Computational Linguistics 2020; Baldwin, Timothy; Koto, Fajri. - : Underline Science Inc., 2020 BASE Show details 7 IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP ... Koto, Fajri; Rahimi, Afshin; Lau, Jey Han. - : arXiv, 2020 BASE Show details 8 Towards Computational Linguistics in Minangkabau Language: Studies on Sentiment Analysis and Machine Translation ... Koto, Fajri; Koto, Ikhwan. - : arXiv, 2020 BASE Show details

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