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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 – 16 of 16 1 On Homophony and Rényi Entropy ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Cotterell, Ryan; Meister, Clara. - : Underline Science Inc., 2021 BASE Show details 2 An Information-Theoretic Characterization of Morphological Fusion ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Futrell, Richard; Hahn, Michael. - : Underline Science Inc., 2021 BASE Show details 3 Learning Data Augmentation Schedules for Natural Language Processing ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Irena; Chopard, Daphné. - : Underline Science Inc., 2021 BASE Show details 4 A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; De Raedt, Maarten. - : Underline Science Inc., 2021 BASE Show details 5 Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference Resolution ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Min, Bonan. - : Underline Science Inc., 2021 BASE Show details 6 Evaluating the Morphosyntactic Well-formedness of Generated Texts ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Anastasopoulos, Antonios; Chaudhary, Aditi. - : Underline Science Inc., 2021 BASE Show details 7 I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product Review ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; O' Neill, James. - : Underline Science Inc., 2021 BASE Show details 8 MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Androutsopoulos, Ion; Chalkidis, Ilias. - : Underline Science Inc., 2021 BASE Show details 9 IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Banerjee, Somnath; Blloshmi, Rexhina. - : Underline Science Inc., 2021 BASE Show details 10 Chinese Opinion Role Labeling with Corpus Translation: A Pivot Study ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Zhen, Ranran. - : Underline Science Inc., 2021 BASE Show details 11 Mitigating Language-Dependent Ethnic Bias in BERT ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ahn, Jaimeen; Oh, Alice. - : Underline Science Inc., 2021 BASE Show details 12 Genre as Weak Supervision for Cross-lingual Dependency Parsing ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Müller-Eberstein, Max; Plank, Barbara. - : Underline Science Inc., 2021 BASE Show details 13 Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Jacopo; Keraron, Rachel. - : Underline Science Inc., 2021 BASE Show details 14 Visually Grounded Reasoning across Languages and Cultures ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Nigel; Bugliarello, Emanuele. - : Underline Science Inc., 2021 BASE Show details 15 Students Who Study Together Learn Better: On the Importance of Collective Knowledge Distillation for Domain Transfer in Fact Verification ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Mithun, Mitch; Suntwal, Sandeep. - : Underline Science Inc., 2021 BASE Show details 16 On the Relation between Syntactic Divergence and Zero-Shot Performance ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Arviv, Ofir; Nikolaev, Dmitry. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.394/ Abstract: We explore the link between the extent to which syntactic relations are preserved in translation and the ease of correctly constructing a parse tree in a zero-shot setting. While previous work suggests such a relation, it tends to focus on the macro level and not on the level of individual edges---a gap we aim to address. As a test case, we take the transfer of Universal Dependencies (UD) parsing from English to a diverse set of languages and conduct two sets of experiments. In one, we analyze zero-shot performance based on the extent to which English source edges are preserved in translation. In another, we apply three linguistically motivated transformations to UD, creating more cross-lingually stable versions of it, and assess their zero-shot parsability. In order to compare parsing performance across different schemes, we perform extrinsic evaluation on the downstream task of cross-lingual relation extraction (RE) using a ... Keyword: Data Management System; Machine Learning; Machine translation; Natural Language Processing URL: https://dx.doi.org/10.48448/9b1v-6f57 https://underline.io/lecture/37522-on-the-relation-between-syntactic-divergence-and-zero-shot-performance BASE Hide details

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