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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 – 3 of 3 1 DOCmT5: Document-Level Pretraining of Multilingual Language Models ... Lee, Chia-Hsuan; Siddhant, Aditya; Ratnakar, Viresh. - : arXiv, 2021 BASE Show details 2 KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers ... 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; Lee, Chia-Hsuan; Polozov, Oleksandr. - : Underline Science Inc., 2021 BASE Show details 3 Dialogue State Tracking with a Language Model using Schema-Driven Prompting ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Cheng, Hao; Lee, Chia-Hsuan; Ostendorf, Mari. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.404/ Abstract: We introduce a new variation of the language modeling approach that uses schema-driven prompting to provide task-aware history encoding that is used for both categorical and non-categorical slots. We further improve performance by augmenting the prompting with schema descriptions, a naturally occurring source of in-domain knowledge. Our purely generative system achieves state-of-the-art performance onMultiWOZ 2.2 and achieves competitive performance on two other benchmarks: Multi-WOZ 2.1 and M2M. ... Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Processing URL: https://dx.doi.org/10.48448/8qam-2817 https://underline.io/lecture/38021-dialogue-state-tracking-with-a-language-model-using-schema-driven-prompting BASE Hide details

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