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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 Hits 1 – 20 of 80 1 Sentiment Analysis of Arabic Documents Rahab, Hichem; Djoudi, Mahieddine; Zitouni, Abdelhafid In: Natural Language Processing for Global and Local Business ; https://hal.archives-ouvertes.fr/hal-03124729 ; Fatih Pinarbasi; M. Nurdan Taskiran. Natural Language Processing for Global and Local Business, pp.307-331, 2021, 9781799842408. ⟨10.4018/978-1-7998-4240-8.ch013⟩ ; https://www.igi-global.com/ (2021) BASE Show details 2 Evaluating Multiway Multilingual NMT in the Turkic Languages ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Mirzakhalov, Jamshidbek. - : Underline Science Inc., 2021 BASE Show details 3 Findings of the WMT 2021 Shared Task on Quality Estimation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Blain, Frédéric; Chaudhary, Vishrav. - : Underline Science Inc., 2021 BASE Show details 4 Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Tharindu; Blain, Frédéric. - : Underline Science Inc., 2021 BASE Show details 5 Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Berard, Alexandre; Cooper Stickland, Asa. - : Underline Science Inc., 2021 BASE Show details 6 Robust Open-Vocabulary Translation from Visual Text Representations ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Etter, Dave; Post, Matt; Salesky, Elizabeth. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.576/ Abstract: Machine translation models have discrete vocabularies and commonly use subword segmentation techniques to achieve an 'open vocabulary.' This approach relies on consistent and correct underlying unicode sequences, and makes models susceptible to degradation from common types of noise and variation. Motivated by the robustness of human language processing, we propose the use of visual text representations, which dispense with a finite set of text embeddings in favor of continuous vocabularies created by processing visually rendered text with sliding windows. We show that models using visual text representations approach or match performance of traditional text models on small and larger datasets. More importantly, models with visual embeddings demonstrate significant robustness to varied types of noise, achieving e.g., 25.9 BLEU on a character permuted German-English task where subword models degrade to 1.9. ... Keyword: Bilingual Lexicon Induction; Machine Learning; Machine Learning and Data Mining; Machine translation; Natural Language Processing URL: https://underline.io/lecture/37303-robust-open-vocabulary-translation-from-visual-text-representations https://dx.doi.org/10.48448/n331-6v95 BASE Hide details 7 Contrastive Learning for Context-aware Neural Machine Translation Using Coreference Information ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Kyomin; Hwang, Yongkeun. - : Underline Science Inc., 2021 BASE Show details 8 To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Kocmi, Tom. - : Underline Science Inc., 2021 BASE Show details 9 Identifying the Importance of Content Overlap for Better Cross-lingual Embedding Mappings ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Berend, Gábor; Cserháti, Réka. - : Underline Science Inc., 2021 BASE Show details 10 Simultaneous Neural Machine Translation with Constituent Label Prediction ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Kano, Yasumasa; Nakamura, Satoshi. - : Underline Science Inc., 2021 BASE Show details 11 Bridging the Gap Between Ontology and Lexicon via Class-Specific Association Rules Mined from a Loosely-Parallel Text-Data Corpus ... Ell, Basil; Elahi, Mohammad Fazleh; Cimiano, Philipp. - : Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021 BASE Show details 12 Just Ask! Evaluating Machine Translation by Asking and Answering Questions ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Marie-Francine; Ghadery, Erfan. - : Underline Science Inc., 2021 BASE Show details 13 Findings of the WMT Shared Task on Machine Translation Using Terminologies ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Alam, Md Mahfuz Ibn; Kvapilikova, Ivana. - : Underline Science Inc., 2021 BASE Show details 14 Translation Transformers Rediscover Inherent Data Domains ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Del, Maksym; Fishel, Mark. - : Underline Science Inc., 2021 BASE Show details 15 Phrase-level Active Learning for Neural Machine Translation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Hu, Junjie; Neubig, Graham. - : Underline Science Inc., 2021 BASE Show details 16 A Fine-Grained Analysis of BERTScore ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bojar, Ondřej; Hanna, Michael. - : Underline Science Inc., 2021 BASE Show details 17 Improving Sentiment Polarity Detection through Target Identification Basiri, Mohammad Ehsan; Abdar, Moloud; Kabiri, Arman. - : IEEE, 2020 BASE Show details 18 Portuguese Comparative Sentences: A Collection of Labeled Sentences on Twitter and Buscapé ... Kansaon, Daniel; Brandão, Michele A.; Reis, Julio C. S.. - : Zenodo, 2020 BASE Show details 19 SENTIMENT ANALYSIS FOR ARABIC TWEETS DATASETS: LEXICON-BASED AND MACHINE LEARNING APPROACHES ... AHMAD ALOQAILY; MALAK AL-HASSAN; KAMAL SALAH. - : Zenodo, 2020 BASE Show details 20 SENTIMENT ANALYSIS FOR ARABIC TWEETS DATASETS: LEXICON-BASED AND MACHINE LEARNING APPROACHES ... AHMAD ALOQAILY; MALAK AL-HASSAN; KAMAL SALAH. - : Zenodo, 2020 BASE Show details Page: 1 2 3 4

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