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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...12 Hits 1 – 20 of 225 1 Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization ... Karn, Sanjeev Kumar; Liu, Ning; Schuetze, Hinrich. - : arXiv, 2022 BASE Show details 2 Graph Algorithms for Multiparallel Word Alignment Imani, Ayyoob; Sabet, Masoud,; Keremşenel, Lütfi... In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ; The 2021 Conference on Empirical Methods in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-03424044 ; The 2021 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Nov 2021, Punta Cana, Dominica ; https://2021.emnlp.org/ (2021) BASE Show details 3 Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex Words ... 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; ., Hinrich; Hofmann, Valentin. - : Underline Science Inc., 2021 BASE Show details 4 Dynamic Contextualized Word Embeddings ... 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; ., Hinrich; Hofmann, Valentin. - : Underline Science Inc., 2021 BASE Show details 5 Measuring and Improving Consistency in Pretrained Language Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Elazar, Yanai; Goldberg, Yoav. - : Underline Science Inc., 2021 BASE Show details 6 Static Embeddings as Efficient Knowledge Bases? ... NAACL 2021 2021; Dufter, Philipp; Kassner, Nora. - : Underline Science Inc., 2021 BASE Show details 7 BUSINESS MEETING ... 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; Bender, Emily M.; Callison-Burch, Chris. - : Underline Science Inc., 2021 BASE Show details 8 ParCourE: A Parallel Corpus Explorer for a Massively Multilingual 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; Cysouw, Michael; Dufter, Philipp. - : Underline Science Inc., 2021 BASE Show details 9 Discrete and Soft Prompting for Multilingual Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Schütze, Hinrich; Zhao, Mengjie. - : Underline Science Inc., 2021 BASE Show details 10 Graph Algorithms for Multiparallel Word Alignment ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Hinrich; Imanigooghari, Ayyoob. - : Underline Science Inc., 2021 BASE Show details 11 Continuous Entailment Patterns for Lexical Inference in Context ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Schmitt, Martin; Schütze, Hinrich. - : Underline Science Inc., 2021 BASE Show details 12 A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters ... 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; ., Hinrich; Korhonen, Anna. - : Underline Science Inc., 2021 BASE Show details 13 Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar; Nora Kassner; Shauli Ravfogel... In: Transactions of the Association for Computational Linguistics, Vol 9, Pp 1012-1031 (2021) (2021) BASE Show details 14 Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick; Sahana Udupa; Hinrich Schütze In: Transactions of the Association for Computational Linguistics, Vol 9, Pp 1408-1424 (2021) (2021) BASE Show details 15 SimAlign: High Quality Word Alignments Without Parallel Training Data Using Static and Contextualized Embeddings Jalili Sabet, Masoud; Dufter, Philipp; Yvon, François; Schütze, Hinrich In: EMNLP 2020 ; https://hal.archives-ouvertes.fr/hal-03013194 ; EMNLP 2020, Association for Computational Linguistics, Nov 2020, Online, United States. pp.1627 - 1643 (2020) Abstract: International audience ; Word alignments are useful for tasks like statistical and neural machine translation (NMT) and cross-lingual annotation projection. Statistical word aligners perform well, as do methods that extract alignments jointly with translations in NMT. However, most approaches require parallel training data and quality decreases as less training data is available. We propose word alignment methods that require no parallel data. The key idea is to leverage multilingual word embeddings {--} both static and contextualized {--} for word alignment. Our multilingual embeddings are created from monolingual data only without relying on any parallel data or dictionaries. We find that alignments created from embeddings are superior for four and comparable for two language pairs compared to those produced by traditional statistical aligners {--} even with abundant parallel data; e.g., contextualized embeddings achieve a word alignment F1 for English-German that is 5 percentage points higher than eflomal, a high-quality statistical aligner, trained on 100k parallel sentences. Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO]Computer Science [cs]; contextualized embeddings; machine translation; word alignement URL: https://hal.archives-ouvertes.fr/hal-03013194/file/2020.findings-emnlp.147.pdf https://hal.archives-ouvertes.fr/hal-03013194/document https://hal.archives-ouvertes.fr/hal-03013194 BASE Hide details 16 Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary Induction ... Severini, Silvia; Hangya, Viktor; Fraser, Alexander. - : Universitätsbibliothek der Ludwig-Maximilians-Universität München, 2020 BASE Show details 17 Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly Schütze, Hinrich; Kassner, Nora. - : Ludwig-Maximilians-Universität München, 2020 BASE Show details 18 BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance Schick, Timo; Schütze, Hinrich. - 2020 BASE Show details 19 Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary Induction Fraser, Alexander; Severini, Silvia; Schütze, Hinrich. - 2020 BASE Show details 20 Predicting the Growth of Morphological Families from Social and Linguistic Factors Hofmann, Valentin; Schütze, Hinrich; Pierrehumbert, Janet. - : Ludwig-Maximilians-Universität München, 2020 BASE Show details Page: 1 2 3 4 5...12

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