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1
Evaluation of Deep Learning-Based Automated Detection of Primary Spine Tumors on MRI Using the Turing Test
In: Front Oncol (2022)
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2
Universal Dependencies 2.9
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
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3
Universal Dependencies 2.8.1
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
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4
Universal Dependencies 2.8
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
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5
Exploiting Scene Graphs for Human-Object Interaction Detection ...
He, Tao; Gao, Lianli; Song, Jingkuan. - : arXiv, 2021
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6
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages ...
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7
CrossSum: Beyond English-Centric Cross-Lingual Abstractive Text Summarization for 1500+ Language Pairs ...
Abstract: We present CrossSum, a large-scale dataset comprising 1.65 million cross-lingual article-summary samples in 1500+ language-pairs constituting 45 languages. We use the multilingual XL-Sum dataset and align identical articles written in different languages via cross-lingual retrieval using a language-agnostic representation model. We propose a multi-stage data sampling algorithm and fine-tune mT5, a multilingual pretrained model, with explicit cross-lingual supervision with CrossSum and introduce a new metric for evaluating cross-lingual summarization. Results on established and our proposed metrics indicate that models fine-tuned on CrossSum outperforms summarization+translation baselines, even when the source and target language pairs are linguistically distant. To the best of our knowledge, CrossSum is the largest cross-lingual summarization dataset and also the first-ever that does not rely on English as the pivot language. We are releasing the dataset, alignment and training scripts, and the models to ... : Work in progress ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://arxiv.org/abs/2112.08804
https://dx.doi.org/10.48550/arxiv.2112.08804
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8
Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection ...
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9
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages ...
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10
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages
In: The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Online, 2 August 2021 (2021)
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11
Oral microbiota transplantation fights against head and neck radiotherapy-induced oral mucositis in mice
In: Comput Struct Biotechnol J (2021)
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12
Universal Dependencies 2.7
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2020
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13
Universal Dependencies 2.6
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2020
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14
Knowledge-enriched, Type-constrained and Grammar-guided Question Generation over Knowledge Bases ...
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15
The influence of initial defect morphology of alveolar ridge on volumetric change of grafted bone following guided bone regeneration in the anterior maxilla region: an exploratory retrospective study
In: Ann Transl Med (2020)
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16
Themenschwerpunkt Deutsch als Fremdsprache in China
Li, Yuan [Herausgeber]. - Berlin : De Gruyter, 2019
DNB Subject Category Language
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17
Universal Dependencies 2.5
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2019
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18
Universal Dependencies 2.4
Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2019
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19
Massively Multilingual Transfer for NER ...
Rahimi, Afshin; Li, Yuan; Cohn, Trevor. - : arXiv, 2019
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20
Massively multilingual transfer for NER
Rahimi, Afshin; Li, Yuan; Cohn, Trevor. - : Association for Computational Linguistics -ACL, 2019
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