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1
Going deeper: Automatic short-answer grading by combining student and question models [<Journal>]
Zhang, Yuan [Verfasser]; Lin, Chen [Verfasser]; Chi, Min [Verfasser]
DNB Subject Category Language
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2
Mapping Natural Language Instructions to Mobile UI Action Sequences ...
Abstract: We present a new problem: grounding natural language instructions to mobile user interface actions, and create three new datasets for it. For full task evaluation, we create PIXELHELP, a corpus that pairs English instructions with actions performed by people on a mobile UI emulator. To scale training, we decouple the language and action data by (a) annotating action phrase spans in HowTo instructions and (b) synthesizing grounded descriptions of actions for mobile user interfaces. We use a Transformer to extract action phrase tuples from long-range natural language instructions. A grounding Transformer then contextually represents UI objects using both their content and screen position and connects them to object descriptions. Given a starting screen and instruction, our model achieves 70.59% accuracy on predicting complete ground-truth action sequences in PIXELHELP. ... : Annual Conference of the Association for Computational Linguistics (ACL 2020) ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG
URL: https://dx.doi.org/10.48550/arxiv.2005.03776
https://arxiv.org/abs/2005.03776
BASE
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3
End-to-End Chinese Parsing Exploiting Lexicons ...
Zhang, Yuan; Teng, Zhiyang; Zhang, Yue. - : arXiv, 2020
BASE
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4
PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification ...
Yang, Yinfei; Zhang, Yuan; Tar, Chris. - : arXiv, 2019
BASE
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5
PAWS: Paraphrase Adversaries from Word Scrambling ...
BASE
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6
Aspect-augmented Adversarial Networks for Domain Adaptation
In: MIT Press (2019)
BASE
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7
Neuropathology of RAN translation proteins in fragile X-associated tremor/ataxia syndrome
BASE
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8
Neuropathology of RAN translation proteins in fragile X-associated tremor/ataxia syndrome
Krans, Amy; Skariah, Geena; Zhang, Yuan. - : BioMed Central, 2019
BASE
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9
The Fabric of Entropy: A Discussion on the Meaning of Fractional Information
Zhang, Yuan. - : University of North Texas, 2019
BASE
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10
A Fast, Compact, Accurate Model for Language Identification of Codemixed Text ...
BASE
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11
Anticipating Correlative Thinking: A Comparative Analysis of the Laozi and Phaedrus
Zhang, Yuan. - : University of Alberta. Department of East Asian Studies., 2018
BASE
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12
Transfer learning for low-resource natural language analysis
Zhang, Yuan, Ph. D. Massachusetts Institute of Technology. - : Massachusetts Institute of Technology, 2017
BASE
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13
Ten pairs to tag - Multilingual POS tagging via coarse mapping between embeddings
In: MIT Web Domain (2016)
BASE
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14
High-order low-rank tensors for semantic role labeling
In: MIT Web Domain (2015)
BASE
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15
Hierarchical Low-Rank Tensors for Multilingual Transfer Parsing
In: MIT Web Domain (2015)
BASE
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16
Randomized greedy inference for joint segmentation, POS tagging and dependency parsing
In: MIT Web Domain (2015)
BASE
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17
Antonymous Adjectives in Disyllabic Lexical Compounds in Mandarin: A Cognitive Linguistics Perspective
Zhang, Yuan; Kemmer, Suzanne. - : Horizon Research Publishing,USA, 2015
BASE
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18
Low-Rank Tensors for Scoring Dependency Structures
In: MIT web domain (2014)
BASE
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19
Steps to Excellence: Simple Inference with Refined Scoring of Dependency Trees
In: MIT web domain (2014)
BASE
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20
Spatial Representation of Topological Concepts IN and ON: A Comparative Study of English and Mandarin Chinese
Zhang, Yuan. - 2013
BASE
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