[PDF] Top 20 Punctuation Prediction with Transition based Parsing
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Punctuation Prediction with Transition based Parsing
... and punctuation pre- diction have been extensively studied in the speech processing field and have attracted re- search interest in the natural language processing field as ...predict punctuation symbols ... See full document
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Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
... Monday August 5, 2013 continued LP - Spoken Language Processing Punctuation Prediction with Transition-based Parsing Dongdong Zhang, Shuangzhi Wu, Nan Yang and Mu Li LP - Word Segmentati[r] ... See full document
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Combining Punctuation and Disfluency Prediction: An Empirical Study
... on punctuation prediction or disfluency prediction as an isolated ...For punctuation prediction, Huang and Zweig (2002) used maximum entropy model; Christensen et ...and ... See full document
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A Neural Probabilistic Structured Prediction Model for Transition Based Dependency Parsing
... of transition actions to predict its parse tree (Nivre, ...queue. Parsing starts with an empty stack and a queue consisting of the whole input ...a transition action is taken to consume the input and ... See full document
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Transition based dependency parsing with topological fields
... Topological field projection In order to obtain data for training, validation, and evaluation, we use the T¨uBa-D/Z treebank. Topological fields are only annotated in the constituency version of the T¨uBa-D/Z, where the ... See full document
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Transition Based Dependency Parsing with Heuristic Backtracking
... One common search technique is beam search. (Zhang and Clark, 2008; Zhang and Nivre, 2011; Bohnet and Nivre, 2012; Zhou et al., 2015; Weiss et al., 2015; Yazdani and Henderson, 2015) In beam- search, a fixed number of ... See full document
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Transition based Spinal Parsing
... In order to test whether the number of depen- dency labels is an issue for the parser, we also trained a model on dependency trees labeled with Yamada and Matsumoto (2003) rules, and the re- sults are comparable to ours. ... See full document
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Transition based Dependency Parsing with Selectional Branching
... a transition sequence, d = min(b, | λ | +1), b is the beam size, | λ | is the number of low confidence predictions made for the one-best sequence, and e = d(d 2 − 1) ... See full document
11
Punctuation Processing for Projective Dependency Parsing
... words. Punctuation parsing errors lead to low parsing accuracy on ...addressing punctuation in dependency ...single-model transition-based parser re- ported so ... See full document
6
Revisiting Supertagging and Parsing: How to Use Supertags in Transition Based Parsing
... Table 2: Ablation study for supertag linguistic fea- tures, with gold standard supertags and predicted supertags. Each row lists one feature which was removed in turn. The resulting difference in per- formance is shown ... See full document
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Head driven Transition based Parsing with Top down Prediction
... cubic-time parsing algorithm on the formalism of the head automaton grammars, which are equivalently con- verted into split-head bilexical context-free gram- mars (SBCFGs) (McAllester, 1999; Johnson, ...as ... See full document
9
Distilling Knowledge for Search based Structured Prediction
... In Section 4.2, improvements from distilling the ensemble have been witnessed in both the transition-based dependency parsing and neural machine translation experiments. However, ques- tions like ... See full document
10
A Transition Based Algorithm for Unrestricted AMR Parsing
... non-projective transition-based parser. At each parsing configuration, an oracle de- cides whether to create a concept or whether to connect a pair of existing ...the transition system ... See full document
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Efficient Disfluency Detection with Transition based Parsing
... concern parsing and dis- fluency detection ...original transition actions with a new “Edit” ...of transition actions is not identi- cal for different hypotheses in decoding, leading to the failure of ... See full document
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A Hierarchical Parsing Approach with Punctuation Processing for Long Chinese Sentences
... In our experiment system, we set the upper limit execution time as 120 seconds per sentence, judging at the end of every algorithm cycle. When parsing time of the sentence is overtime, the system will exit without ... See full document
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A Transition based System for Universal Dependency Parsing
... dependency parsing, there have been two major parsing methods: graph-based and ...the transition-based system for its sim- plicity and relatively lower computation ... See full document
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An Incremental Algorithm for Transition based CCG Parsing
... (c) adjuncts like VP modifiers and coordinate con- structions like VP, sentential coordination. We find empirically that extending incrementality to cover these cases actually reduces parsing perfor- mance ... See full document
11
Multi Task Semantic Dependency Parsing with Policy Gradient for Learning Easy First Strategies
... of parsing algorithms have different advantages (McDonald and Nivre, 2007), with transition- based parsers often having more problems with er- ror propagation and, as a result, with long-distance ... See full document
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Transition Based Parsing for Deep Dependency Structures
... example, transition-based (Yamada and Matsumoto 2003; Nivre 2008) and graph-based (McDonald 2006; Torres Martins, Smith, and Xing 2009) mod- els, have attracted the most attention of dependency ... See full document
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Transition Based Parsing with Confidence Weighted Classification
... Transition-based dependency parsing reduces parsing to consecutive multiclass classification. From each configuration one amongst some prede- fined number of transitions has to be chosen. This ... See full document
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