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Semantic Structural Decomposition for Neural Machine Translation ...
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SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA ...
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Universal Dependency Parsing with a General Transition-Based DAG Parser ...
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SemEval 2019 Shared Task: Cross-lingual Semantic Parsing with UCCA - Call for Participation ...
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Simple and Effective Text Simplification Using Semantic and Neural Methods ...
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BLEU is Not Suitable for the Evaluation of Text Simplification ...
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Abstract:
BLEU is widely considered to be an informative metric for text-to-text generation, including Text Simplification (TS). TS includes both lexical and structural aspects. In this paper we show that BLEU is not suitable for the evaluation of sentence splitting, the major structural simplification operation. We manually compiled a sentence splitting gold standard corpus containing multiple structural paraphrases, and performed a correlation analysis with human judgments. We find low or no correlation between BLEU and the grammaticality and meaning preservation parameters where sentence splitting is involved. Moreover, BLEU often negatively correlates with simplicity, essentially penalizing simpler sentences. ... : Accepted to EMNLP 2018 (Short papers) ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.1810.05995 https://arxiv.org/abs/1810.05995
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A Transition-Based Directed Acyclic Graph Parser for UCCA ...
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Automatic Selection of Context Configurations for Improved Class-Specific Word Representations ...
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Automatic Selection of Context Configurations for Improved Class-Specific Word Representations
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Rappoport, Ari; Reichart, Roi; Korhonen, Anna-Leena. - : Association for Computational Linguistics, 2017. : https://arxiv.org/pdf/1608.05528.pdf, 2017. : Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017
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Automatic Selection of Context Configurations for Improved Class-Specific Word Representations ...
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Don’t Let Me Be #Misunderstood: Linguistically Motivated Algorithm for Predicting the Popularity of Textual Memes
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In: Proceedings of the International AAAI Conference on Web and Social Media; Vol. 9 No. 1 (2015): Ninth International AAAI Conference on Web and Social Media ; 2334-0770 ; 2162-3449 (2015)
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