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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 Hits 1 – 20 of 46 1 How to train your self-supervised NLP model: Investigating pre-training objectives, data, and scale Joshi, Mandar. - 2022 BASE Show details 2 Multilingual Autoregressive Entity Linking ... De Cao, Nicola; Wu, Ledell; Popat, Kashyap. - : arXiv, 2021 BASE Show details 3 Few-shot Learning with Multilingual Language Models ... Lin, Xi Victoria; Mihaylov, Todor; Artetxe, Mikel. - : arXiv, 2021 BASE Show details 4 DESCGEN: A Distantly Supervised Datasetfor Generating Entity Descriptions ... 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; Joshi, Mandar; Shi, Weijia. - : Underline Science Inc., 2021 BASE Show details 5 Prompting Contrastive Explanations for Commonsense Reasoning Tasks ... 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; Ghazvininejad, Marjan; Hajishirzi, Hannaneh. - : Underline Science Inc., 2021 BASE Show details 6 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. - : Underline Science Inc., 2021 BASE Show details 7 FaVIQ: FAct Verification from Information-seeking Questions ... Park, Jungsoo; Min, Sewon; Kang, Jaewoo. - : arXiv, 2021 BASE Show details 8 Quantifying Adaptability in Pre-trained Language Models with 500 Tasks ... Li, Belinda Z.; Yu, Jane; Khabsa, Madian. - : arXiv, 2021 BASE Show details 9 Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment ... Shi, Haoyue; Zettlemoyer, Luke; Wang, Sida I.. - : arXiv, 2021 BASE Show details 10 Do Syntactic Probes Probe Syntax? Experiments with Jabberwocky Probing Hall Maudslay, Rowan; Cotterell, Ryan In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (2021) BASE Show details 11 What About the Precedent: An Information-Theoretic Analysis of Common Law Teufel, Simone; Valvoda, Josef; Stoehr, Niklas... In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (2021) BASE Show details 12 Finding Concept-specific Biases in Form–Meaning Associations Roark, Brian; Blasi, Damián; Pimentel, Tiago... In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (2021) BASE Show details 13 A Non-Linear Structural Probe Pimentel, Tiago; Cotterell, Ryan; Saphra, Naomi... In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (2021) BASE Show details 14 How (Non-)Optimal is the Lexicon? Cotterell, Ryan; Pimentel, Tiago; Nikkarinen, Irene... In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (2021) BASE Show details 15 Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment ... 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; Shi, Haoyue Freda; Wang, Sida. - : Underline Science Inc., 2021 BASE Show details 16 Backtranslation feedback improves user confidence in MT, not quality Obregón, Mateo; Fomicheva, Marina; Novák, Michal. - : Association for Computational Linguistics, 2021 BASE Show details 17 Nearest Neighbor Machine Translation ... Khandelwal, Urvashi; Fan, Angela; Jurafsky, Dan; Zettlemoyer, Luke; Lewis, Mike. - : arXiv, 2020 Abstract: We introduce $k$-nearest-neighbor machine translation ($k$NN-MT), which predicts tokens with a nearest neighbor classifier over a large datastore of cached examples, using representations from a neural translation model for similarity search. This approach requires no additional training and scales to give the decoder direct access to billions of examples at test time, resulting in a highly expressive model that consistently improves performance across many settings. Simply adding nearest neighbor search improves a state-of-the-art German-English translation model by 1.5 BLEU. $k$NN-MT allows a single model to be adapted to diverse domains by using a domain-specific datastore, improving results by an average of 9.2 BLEU over zero-shot transfer, and achieving new state-of-the-art results -- without training on these domains. A massively multilingual model can also be specialized for particular language pairs, with improvements of 3 BLEU for translating from English into German and Chinese. Qualitatively, ... : ICLR 2021 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2010.00710 https://dx.doi.org/10.48550/arxiv.2010.00710 BASE Hide details 18 Pre-training via Paraphrasing ... Lewis, Mike; Ghazvininejad, Marjan; Ghosh, Gargi. - : arXiv, 2020 BASE Show details 19 Multilingual Denoising Pre-training for Neural Machine Translation ... Liu, Yinhan; Gu, Jiatao; Goyal, Naman. - : arXiv, 2020 BASE Show details 20 De-noising Sequence-to-Sequence Pre-training ... The 28th International Conference on Computational Linguistics 2020; Zettlemoyer, Luke. - : Underline Science Inc., 2020 BASE Show details Page: 1 2 3

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