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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 79 1 A Quantitative and Qualitative Analysis of Schizophrenia Language ... Alqahtani, Amal; Kay, Efsun Sarioglu; Hamidian, Sardar. - : arXiv, 2022 BASE Show details 2 Towards Responsible Natural Language Annotation for the Varieties of Arabic ... Bergman, A. Stevie; Diab, Mona T.. - : arXiv, 2022 BASE Show details 3 Gender Bias Amplification During Speed-Quality Optimization in Neural Machine Translation ... Renduchintala, Adithya; Diaz, Denise; Heafield, Kenneth. - : arXiv, 2021 BASE Show details 4 Few-shot Learning with Multilingual Language Models ... Lin, Xi Victoria; Mihaylov, Todor; Artetxe, Mikel. - : arXiv, 2021 BASE Show details 5 AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization ... Fabbri, Alexander R.; Wu, Xiaojian; Iyer, Srini. - : arXiv, 2021 BASE Show details 6 Green NLP panel ... 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; ., Iryna; Arase, Yuki. - : Underline Science Inc., 2021 BASE Show details 7 Detecting Hallucinated Content in Conditional Neural Sequence Generation ... 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; Diab, Mona; Ghazvininejad, Marjan; Gu, Jiatao; Guzman, Francisco; Neubig, Graham; Zettlemoyer, Luke; Zhou, Chunting. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.findings-acl.120 Abstract: Neural sequence models can generate highly fluent sentences, but recent studies have also shown that they are also prone to hallucinate additional content not supported by the input. This variety of fluent but wrong text is particularly problematic, as it will not be possible for users to tell they are being presented incorrect content. To detect these errors, we propose a task to predict whether each token in the output sequence is hallucinated (not contained in the input) and collect new manually annotated evaluation sets for this task. We also introduce a novel method for learning to model hallucination detection, using pretrained language models fine tuned on synthetic data that includes automatically inserted hallucinations. Experiments on machine translation and abstractive text summarization demonstrate the effectiveness of our proposed approach --- we consistently outperform strong baselines across all the benchmark datasets. ... Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics URL: https://underline.io/lecture/26211-detecting-hallucinated-content-in-conditional-neural-sequence-generation https://dx.doi.org/10.48448/4s6r-5381 BASE Hide details 8 Gender bias amplification during Speed-Quality optimization in Neural Machine Translation ... 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; Diab, Mona; Diaz, Denise. - : Underline Science Inc., 2021 BASE Show details 9 Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data ... Ko, Wei-Jen; El-Kishky, Ahmed; Renduchintala, Adithya. - : arXiv, 2021 BASE Show details 10 Discrete Cosine Transform as Universal Sentence Encoder ... Almarwani, Nada; Diab, Mona. - : arXiv, 2021 BASE Show details 11 Discrete Cosine Transform as Universal Sentence Encoder ... 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; Almarwani, Nada; Diab, Mona. - : Underline Science Inc., 2021 BASE Show details 12 Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages ... The 28th International Conference on Computational Linguistics 2020; Diab, Mona; Kayi, Efsun. - : Underline Science Inc., 2020 BASE Show details 13 DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking ... Hidey, Christopher; Chakrabarty, Tuhin; Alhindi, Tariq. - : arXiv, 2020 BASE Show details 14 Mutlitask Learning for Cross-Lingual Transfer of Semantic Dependencies ... Aminian, Maryam; Rasooli, Mohammad Sadegh; Diab, Mona. - : arXiv, 2020 BASE Show details 15 Overview for the Second Shared Task on Language Identification in Code-Switched Data ... Molina, Giovanni; AlGhamdi, Fahad; Ghoneim, Mahmoud. - : arXiv, 2019 BASE Show details 16 WASA: A Web Application for Sequence Annotation ... AlGhamdi, Fahad; Diab, Mona. - : arXiv, 2019 BASE Show details 17 Creating a Large Multi-Layered Representational Repository of Linguistic Code Switched Arabic Data ... Diab, Mona; Ghoneim, Mahmoud; Hawwari, Abdelati. - : arXiv, 2019 BASE Show details 18 Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues ... Levi, Or; Hosseini, Pedram; Diab, Mona. - : arXiv, 2019 BASE Show details 19 Part of speech tagging for code switched data ... AlGhamdi, Fahad; Molina, Giovanni; Diab, Mona. - : arXiv, 2019 BASE Show details 20 Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task ... Aguilar, Gustavo; AlGhamdi, Fahad; Soto, Victor. - : arXiv, 2019 BASE Show details Page: 1 2 3 4

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