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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...72 Hits 21 – 40 of 1.423 21 HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation ... 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; Akhtar, Md Shad; Bhattacharjee, Sourabh. - : Underline Science Inc., 2021 BASE Show details 22 Minimally-Supervised Morphological Segmentation using Adaptor Grammars with Linguistic Priors ... 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; Callejas, Francesca; Eskander, Ramy. - : Underline Science Inc., 2021 BASE Show details 23 Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language 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; ., Baosong; Liu, Xin. - : Underline Science Inc., 2021 BASE Show details 24 LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality 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; Cao, Pengfei; Chen, Yuguang. - : Underline Science Inc., 2021 BASE Show details 25 Quotation Recommendation and Interpretation Based on Transformation from Queries to Quotations ... 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; Wang, Lingzhi; Wong, Kam-Fai. - : Underline Science Inc., 2021 BASE Show details 26 How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements ... 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; Shani, Chen. - : Underline Science Inc., 2021 BASE Show details 27 Minimax and Neyman–Pearson Meta-Learning for Outlier Languages ... 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; Aralikatte, Rahul; Maria Ponti, Edoardo; Reddy, Siva; Shrivastava, Disha; Søgaard, Anders. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.findings-acl.106 Abstract: Model-agnostic meta-learning (MAML) has been recently put forth as a strategy to learn resource-poor languages in a sample-efficient fashion. Nevertheless, the properties of these languages are often not well represented by those available during training. Hence, we argue that the i.i.d. assumption ingrained in MAML makes it ill-suited for cross-lingual NLP. In fact, under a decision-theoretic framework, MAML can be interpreted as minimising the expected risk across training languages (with a uniform prior), which is known as Bayes criterion. To increase its robustness to outlier languages, we create two variants of MAML based on alternative criteria: Minimax MAML reduces the maximum risk across languages, while Neyman–Pearson MAML constrains the risk in each language to a maximum threshold. Both criteria constitute fully differentiable two-player games. In light of this, we propose a new adaptive optimiser solving for a local ... Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics URL: https://underline.io/lecture/26197-minimax-and-neyman-pearson-meta-learning-for-outlier-languages https://dx.doi.org/10.48448/zydv-7c20 BASE Hide details 28 CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding ... 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; Ding, Ning; Wang, Dong. - : Underline Science Inc., 2021 BASE Show details 29 Towards Protecting Vital Healthcare Programs by Extracting Actionable Knowledge from Policy ... 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; ., Marco Luca; Brady, sebrady3@ie.ibm.com. - : Underline Science Inc., 2021 BASE Show details 30 DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text 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; Hua, Xinyu; Sreevatsa, Ashwin. - : Underline Science Inc., 2021 BASE Show details 31 Automated Concatenation of Embeddings for Structured Prediction ... 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; Wang, Xinyu. - : Underline Science Inc., 2021 BASE Show details 32 QASR: QCRI Aljazeera Speech Resource A Large Scale Annotated Arabic Speech Corpus ... 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; Ali, Ahmed; Chowdhury, Shammur. - : Underline Science Inc., 2021 BASE Show details 33 Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data ... 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; Cao, Yanshuai; Norouzi, Sajad. - : Underline Science Inc., 2021 BASE Show details 34 On the Distribution, Sparsity, and Inference-time Quantization of Attention Values in 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; Balasubramanian, Niranjan; Ferdman, Michael. - : Underline Science Inc., 2021 BASE Show details 35 Learning Disentangled Latent Topics for Twitter Rumour Veracity Classification ... 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; Dougrez-Lewis, John; He , Yulan. - : Underline Science Inc., 2021 BASE Show details 36 Sequence Models for Computational Etymology of Borrowings ... 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; Duh, Kevin; Wu, Winston. - : Underline Science Inc., 2021 BASE Show details 37 Scaling Within Document Coreference to Long Texts ... 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; McCallum, Andrew; Monath, Nicholas. - : Underline Science Inc., 2021 BASE Show details 38 How to Split: the Effect of Word Segmentation on Gender Bias in Speech 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; ., Matteo; Bentivogli, Luisa. - : Underline Science Inc., 2021 BASE Show details 39 Prefix-Tuning: Optimizing Continuous Prompts for 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; Li, Xiang; Liang, Percy. - : Underline Science Inc., 2021 BASE Show details 40 Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL ... 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; Fan, mingfan@mail.xjtu.edu.cn; Guo, Jiaqi. - : Underline Science Inc., 2021 BASE Show details Page: 1 2 3 4 5 6...72

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