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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 Page: 1 2 3 4 5...52 Hits 1 – 20 of 1.029 1 On Homophony and Rényi Entropy ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Cotterell, Ryan; Meister, Clara. - : Underline Science Inc., 2021 BASE Show details 2 On the Role of Corpus Ordering in Language Modeling ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Lauren; Agrawal, Ameeta; Samuels, Michael; Singh, Suresh. - : Underline Science Inc., 2021 Abstract: Language models pretrained on vast corpora of unstructured text using self-supervised learning framework are used in numerous natural language understanding and generation tasks. Many studies show that language acquisition in humans follows a rather structured simple-to-complex pattern and guided by this intuition, curriculum learning, which enables training of computational models in a meaningful order, such as processing easy samples before hard ones, has been shown to potentially reduce training time. The question remains whether curriculum learning can benefit pretraining of language models. In this work, we perform comprehensive experiments involving multiple curricula strategies varying the criteria for complexity and the training schedules. Empirical results of training transformer language models on English corpus and evaluating it intrinsically as well as after fine-tuning across eight tasks from the GLUE benchmark, show consistent improvement gains over conventional vanilla training. Interestingly, ... URL: https://underline.io/lecture/39768-on-the-role-of-corpus-ordering-in-language-modeling https://dx.doi.org/10.48448/0ea2-mc46 BASE Hide details 3 Evaluation of Unsupervised Automatic Readability Assessors Using Rank Correlations ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ehara, Yo. - : Underline Science Inc., 2021 BASE Show details 4 Analysis of Language Change in Collaborative Instruction Following ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Artzi, Yoav; Effenberger, Anna. - : Underline Science Inc., 2021 BASE Show details 5 Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Sanjeev; Koehn, Philipp. - : Underline Science Inc., 2021 BASE Show details 6 Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Wai; Bing, Lidong. - : Underline Science Inc., 2021 BASE Show details 7 Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chairatanakul, Nuttapong; Charoenphakdee, Nontawat. - : Underline Science Inc., 2021 BASE Show details 8 NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Jiang, Jing; Lim, Ee-Peng. - : Underline Science Inc., 2021 BASE Show details 9 Automatic Bilingual Markup Transfer ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Wuebker, Joern; Zenkel, Thomas. - : Underline Science Inc., 2021 BASE Show details 10 An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Li, Yun; Lu, Xinyu. - : Underline Science Inc., 2021 BASE Show details 11 Challenges in Detoxifying Language Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Dathathri, Sumanth; Glaese, Amelia. - : Underline Science Inc., 2021 BASE Show details 12 SD-QA: Spoken Dialectal Question Answering for the Real World ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Alam, Md Mahfuz Ibn; Anastasopoulos, Antonios. - : Underline Science Inc., 2021 BASE Show details 13 Plan-then-Generate: Controlled Data-to-Text Generation via Planning ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Nigel; Fang, Yimai. - : Underline Science Inc., 2021 BASE Show details 14 Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Gales, Mark; Manakul, Potsawee. - : Underline Science Inc., 2021 BASE Show details 15 Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Beguš, Gašper. - : Underline Science Inc., 2021 BASE Show details 16 Live Session - 4E: Phonology, Morphology and Word Segmentation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021. - : Underline Science Inc., 2021 BASE Show details 17 Signed Coreference Resolution ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Yin, Kayo. - : Underline Science Inc., 2021 BASE Show details 18 Backtranslation in Neural Morphological Inflection ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Hulden, Mans; Liu, Ling. - : Underline Science Inc., 2021 BASE Show details 19 Rule-based Morphological Inflection Improves Neural Terminology Translation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Carpuat, Marine; Xu, Weijia. - : Underline Science Inc., 2021 BASE Show details 20 Translating Headers of Tabular Data: A Pilot Study of Schema Translation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Gao, Yan; Guo, Jiaqi. - : Underline Science Inc., 2021 BASE Show details Page: 1 2 3 4 5...52

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