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IR-GAN: Image Manipulation with Linguistic Instruction by Increment Reasoning ...
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Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text Generation ...
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32 II-A2 TreeBERT: A Tree-Based Pre-Trained Model for Programming Language ...
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TreeBERT: A Tree-Based Pre-Trained Model for Programming Language ...
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Using Artificial Intelligence for the Construction of University Physical Training and Teaching Systems
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In: J Healthc Eng (2021)
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Common Brain Substrates Underlying Auditory Speech Priming and Perceived Spatial Separation
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In: Front Neurosci (2021)
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Bundle-driven move analysis: Sentence initial lexical bundles in PhD abstracts
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Measurement of $W^{\pm}$-boson and $Z$-boson production cross-sections in $pp$ collisions at $\sqrt{s}=2.76$ TeV with the ATLAS detector
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Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding ...
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Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding ...
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Sentence initial bundles: A comparative study between Chinese master’s L2 theses and published writing
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Chinese postgraduates' explanation of the sources of sentence initial bundles in their thesis writing
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Logical Parsing from Natural Language Based on a Neural Translation Model ...
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Abstract:
Semantic parsing has emerged as a significant and powerful paradigm for natural language interface and question answering systems. Traditional methods of building a semantic parser rely on high-quality lexicons, hand-crafted grammars and linguistic features which are limited by applied domain or representation. In this paper, we propose a general approach to learn from denotations based on Seq2Seq model augmented with attention mechanism. We encode input sequence into vectors and use dynamic programming to infer candidate logical forms. We utilize the fact that similar utterances should have similar logical forms to help reduce the searching space. Under our learning policy, the Seq2Seq model can learn mappings gradually with noises. Curriculum learning is adopted to make the learning smoother. We test our method on the arithmetic domain which shows our model can successfully infer the correct logical forms and learn the word meanings, compositionality and operation orders simultaneously. ...
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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.1705.03389 https://arxiv.org/abs/1705.03389
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Family involvement in preschoolers' bilingual heritage language development: a cultural-historical study of Chinese-Australian families' everyday practices ...
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Sentence initial bundles in L2 thesis writing: A comparative study of Chinese L2 and New Zealand L1 postgraduates’ writing
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Interaction between auditory and motor systems in speech perception
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Primitive Auditory Memory Is Correlated with Spatial Unmasking That Is Based on Direct-Reflection Integration
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