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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 6 7...72 Hits 41 – 60 of 1.423 41 15D: Summarization #2 ... 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. - : Underline Science Inc., 2021 BASE Show details 42 Explanations for CommonsenseQA: New Dataset and Models ... 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; Aggarwal, Shourya; Agrawal, Vishwajeet. - : Underline Science Inc., 2021 BASE Show details 43 Societal Biases in Language Generation: Progress and Challenges ... 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; Chang, Kai-Wei; Natarajan, Prem; Peng, Nanyun; Sheng, Emily. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.330 Abstract: Technology for language generation has advanced rapidly, spurred by advancements in pre-training large models on massive amounts of data and the need for intelligent agents to communicate in a natural manner. While techniques can effectively generate fluent text, they can also produce undesirable societal biases that can have a disproportionately negative impact on marginalized populations. Language generation presents unique challenges for biases in terms of direct user interaction and the structure of decoding techniques. To better understand these challenges, we present a survey on societal biases in language generation, focusing on how data and techniques contribute to biases and progress towards reducing biases. Motivated by a lack of studies on biases from decoding techniques, we also conduct experiments to quantify the effects of these techniques. By further discussing general trends and open challenges, we call to attention ... Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics URL: https://underline.io/lecture/26035-societal-biases-in-language-generation-progress-and-challenges https://dx.doi.org/10.48448/zrwc-cf66 BASE Hide details 44 UserAdapter: Few-Shot User Learning in Sentiment Analysis ... 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; Duan, Nan; Tang, Duyu. - : Underline Science Inc., 2021 BASE Show details 45 QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining ... 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; Du, Xinya. - : Underline Science Inc., 2021 BASE Show details 46 9C: Question Answering #2 ... 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. - : Underline Science Inc., 2021 BASE Show details 47 GEM: Natural Language Generation, Evaluation, and Metrics - Part 2 ... 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. - : Underline Science Inc., 2021 BASE Show details 48 Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation ... 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; Zhang, Bo. - : Underline Science Inc., 2021 BASE Show details 49 Measuring and Increasing Context Usage in Context-Aware 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; Fernandes, Patrick; Martins, Andre. - : Underline Science Inc., 2021 BASE Show details 50 UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning ... 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; ., Franck; ., Kyomin. - : Underline Science Inc., 2021 BASE Show details 51 Uncertainty and Surprisal Jointly Deliver the Punchline: Exploiting Incongruity-Based Features for Humor Recognition ... 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; Li, Junze; Pu, Pearl. - : Underline Science Inc., 2021 BASE Show details 52 GEM: Natural Language Generation, Evaluation, and Metrics - Part 1 ... 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. - : Underline Science Inc., 2021 BASE Show details 53 CoDesc: A Large Code–Description Parallel Dataset ... 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; Hasan, Masum; Shahriyar, Rifat. - : Underline Science Inc., 2021 BASE Show details 54 Meta Learning and Its Applications to Natural Language Processing ... 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. - : Underline Science Inc., 2021 BASE Show details 55 CausaLM: Causal Model Explanation Through Counterfactual Language Models ... 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; Feder, Amir; Oved, Nadav. - : Underline Science Inc., 2021 BASE Show details 56 Beyond Metadata: What Paper Authors Say About Corpora They Use ... 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; Kolyada, Nikolay. - : Underline Science Inc., 2021 BASE Show details 57 Learning Latent Structures for Cross Action Phrase Relations in Wet Lab Protocols ... 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; Chan, Jany; Fosler-Lussier, Eric. - : Underline Science Inc., 2021 BASE Show details 58 A Knowledge-Guided Framework for Frame Identification ... 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; Su, Xuefeng. - : Underline Science Inc., 2021 BASE Show details 59 One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers ... 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; Huang, Yongfeng; Wu, Chuhan. - : Underline Science Inc., 2021 BASE Show details 60 Exploiting Auxiliary Data for Offensive Language Detection with Bidirectional Transformers ... 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; Li, Sheng; Singh, Sumer. - : Underline Science Inc., 2021 BASE Show details Page: 1 2 3 4 5 6 7...72

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