Evolving fuzzy grammar for crime texts categorization by Mohd Sharef, Nurfadhlina, Martin, Trevor

“…The fuzzy notion is used because the grammar matching, parsing and derivation involve uncertainty. Fuzzy union operator is also used to combine and transform individual text fragment grammars into more general representations of the learned text fragments. …”
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Automatic lexicon construction for domain-specific sentiment analysis : a frame-based approach by Tan, Sang Sang

“…Frame identification is a common subtask in frame-semantic parsing. It disambiguates a marked target in a sentence (a word or a phrase) and associates it with the most likely frame in FrameNet. …”
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Structural Supervision Improves Learning of Non-Local Grammatical Dependencies by Wilcox, Ethan, Qian, Peng, Futrell, Richard, Ballesteros, Miguel, Levy, Roger P

“…Using controlled experimental methods from psycholinguistics, we compare the performance of word-based LSTM models versus two models that represent hierarchical structure and deploy it in left-to-right processing: Recurrent Neural Network Grammars (RNNGs) (Dyer et al., 2016) and a incrementalized version of the Parsing-as-Language-Modeling configuration from Charniak et al. (2016). …”
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Some New Methods of Music Synthesis by Paseman, William Gerhard

“…A mechanism for switching from one interpretation to another when parsing sentences generated from this grammar is described. …”
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Semi-supervised learning for natural language by Liang, Percy

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Combining linguistics and statistics for high-quality limited domain English-Chinese machine translation by Xu, Yushi, Ph. D. Massachusetts Institute of Technology

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Machine translation through clausal syntax : a statistical approach for Chinese to English by Wheeler, Dan Lowe

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Dialogue-Oriented Review Summary Generation for Spoken Dialogue Recommendation Systems by Liu, Jingjing, Seneff, Stephanie, Zue, Victor

“…In previous work we have explored a linguistic parsing approach to phrase extraction from reviews. …”
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Trust based app marketing : design, implementation and evaluation by Hon, Keone D. (Keone David)

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Relative clause processing in Brazilian Portuguese and Japanese by Miyamoto, Edson T. (Edson Tadashi), 1966-

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Part and appearance sharing: Recursive compositional models for multi-view multi-object detection by Zhu, Long, Chen, Yuanhao, Torralba, Antonio, Freeman, William T., Yuille, Alan

“…We propose Recursive Compositional Models (RCMs) for simultaneous multi-view multi-object detection and parsing (e.g. view estimation and determining the positions of the object subparts). …”
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Conceptual short term memory in perception and thought by Potter, Mary C.

“…New links among concurrently active concepts are formed in CSTM, shaped by parsing mechanisms of language or grouping principles in scene perception and by higher-level knowledge and current goals. …”
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The bedrock structured programming system: combining generative metaprogramming and hoare logic in an extensible program verifier by Chlipala, Adam

“…Our macro interface is expressive enough to support features that low-level programs usually only access through external tools with no formal guarantees, such as declarative parsing or SQL-inspired querying. The abstraction level of these macros only imposes a compile-time cost, via the execution of functional Coq programs that compute programs in our intermediate language; but the run-time cost is not substantially greater than for more conventional C code. …”
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Basic level scene understanding: from labels to structure and beyond by Xiao, Jianxiong, Russell, Bryan C., Hays, James, Ehinger, Krista A., Oliva, Aude, Torralba, Antonio

“…Finally, we describe steps toward a unified 3D parsing of everyday scenes: (i) the ability to localize geometric primitives in images, such as cuboids and cylinders, which often comprise many everyday objects, and (ii) an integrated system to extract the 3D structure of the scene and objects depicted in an image.…”
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Phrase-level sentiment polarity classification using rule-based typed dependencies and additional complex phrases consideration by Na, Jin-Cheon, Theng, Yin-Leng, Tan, Luke Kien-Weng, Chang, Kuiyu

“…Recent sentiment analysis research has focused on the functional relations of words using typed dependency parsing, providing a refined analysis on the grammar and semantics of textual data. …”
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Hierarchical eye-tracking data analytics for human fatigue detection at a traffic control center by Li, Fan, Chen, Chun-Hsien, Xu, Gangyan, Khoo, Li-Pheng

“…In addition, the proposed approach can achieve much better performance than the classic velocity threshold identification algorithm (I-VT) and a state-of-the-art method (U'n'Eye) in parsing low-quality eye-tracking data. Specifically, the proposed method attained relatively stable eye-tracking-based fatigue indicators and reported the highest accuracy in human fatigue detection. …”
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Efficient singapore room rental search with data mining by Koh, Fabian

“…Upon receiving user query input, the query text will be cleansed and tokenized by Query Parsing process before passing over to Scoring and Ranking process to convert into vector form for Cosine Similarity score computation. …”
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An HPSG-based Shared-Grammar for the Chinese Languages: ZHONG [|] by Fan, Zhenzhen, Song, Sanghoun, Bond, Francis

“…The grammars also have facilities for robust parsing, sentence generation , and unknown word handling.…”
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Transfer learning for low-resource natural language analysis by Zhang, Yuan, Ph. D. Massachusetts Institute of Technology

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Functional neuroanatomy of intuitive physical inference by Fischer, Jason T., Mikhael, John G., Tenenbaum, Joshua B, Kanwisher, Nancy

“…However, these regions are not exclusively engaged in physical inferences per se or, indeed, even in scene understanding; they overlap with the domain-general "multiple demand" system, especially the parts of that system involved in action planning and tool use, pointing to a close relationship between the cognitive and neural mechanisms involved in parsing the physical content of a scene and preparing an appropriate action.…”
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