[PDF] Top 20 Transforming Dependency Structures to Logical Forms for Semantic Parsing
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Transforming Dependency Structures to Logical Forms for Semantic Parsing
... Obliqueness Hierarchy. The binarization stage re- quires a strict ordering on the different modifiers to each head in a dependency parse. For example, in (nsubj (dobj acquired Pixar) Disney), the dobj is attached ... See full document
14
Zero Shot Semantic Parsing for Instructions
... A lot of work has been done on slot tagging and goal-oriented dialog (Kim et al., 2016; Gaˇsi´c et al., 2017; Zhao and Eskenazi, 2018) which, sim- ilarly to our work, involves automatically enabling an NLUI to a given ... See full document
11
Sequence to Action: End to End Semantic Graph Generation for Semantic Parsing
... tic parsing methods, our sequence-to-action model predicts a sequence of semantic graph generation actions, rather than linearized logical ...and semantic information, and is more compact. And ... See full document
12
Learning Cross lingual Distributed Logical Representations for Semantic Parsing
... for semantic parsing, recent research efforts have looked into the problem of learning semantic parsers in a multilingual setup (Duong et ...monolingual semantic parser for a specific language ... See full document
7
Compositional Semantic Parsing on Semi Structured Tables
... murthy and Kollar, 2013; Reddy et al., 2014). Our work leverages open-ended data from the Web through semi-structured tables. There have been several studies on analyzing or inferring the table schemas (Cafarella et al., ... See full document
11
Environment Driven Lexicon Induction for High Level Instructions
... in semantic parsing handles lex- ical coverage in one of two ...ical forms, but it would have to skip new words (which in Figure 1 would lead to microwaving an empty ...ical forms, which can ... See full document
11
Semantic Parsing with Dual Learning
... 1) Even without the additional logical forms by synthesizing, the dual learning based seman- tic parser can outperform our baselines with su- pervised training, e.g., “A TT + D UAL ” gets much better ... See full document
14
Compositional pre training for neural semantic parsing
... language. Semantic parsing is different in that the decoded sequence need to be constrained by what would constitute a valid logical ...to semantic parsing sys- ...tasks semantic ... See full document
7
Visualizing Deep Syntactic Parser Output
... “Deep-syntactic” dependency structures bridge the gap between the surface-syntactic structures as produced by state-of-the-art dependency parsers and semantic logical ... See full document
5
Transition Based Parsing for Deep Dependency Structures
... the parsing results given a large-scale linguistically precise HPSG grammar, namely, LingGO English resource grammar (ERG; Flickinger 2000), and manually ...a logical-form representation of propositional ... See full document
37
Deep Multitask Learning for Semantic Dependency Parsing
... 2005). Semantic dependency graphs also tend to have higher levels of nonprojectivity than syntac- tic trees (Oepen et ...Czech-English Dependency Treebank (Hajiˇc et ... See full document
12
Probabilistic Model for Syntactic and Semantic Dependency Parsing
... syntactic dependency parsing, predicate identifi- cation, predicate sense labeling and semantic dependency ...syntactic dependency parsing result has the highest probability but ... See full document
5
Improving Semantic Dependency Parsing with Syntactic Features
... contains semantic dependency graphs for Sections 00–21 of the venerable Penn Treebank (Marcus et ...argument structures computed by the Enju parser (PAS, Miyao, 2006); and graphs derived from the ... See full document
10
Semantic Dependency Parsing via Book Embedding
... Subgraph parsing for noncrossing depen- dency graphs (Kuhlmann and Jonsson, ...partial semantic dependency graphs on each ...full semantic analysis, we also need to integrate partial graphs on ... See full document
11
A Cascaded Syntactic and Semantic Dependency Parsing System
... C3: Statistics shows that the most roles (ex- cept for the virtual role “NULL”) usually appear only once for a predicate, except for some rare ex- ception. So we impose a no-duplicated-roles con- straint with an ... See full document
5
Multilingual Dependency based Syntactic and Semantic Parsing
... syntactic parsing, predicate classification, and semantic role ...senses. Semantic role labeling is achieved us- ing maximum entropy (MaxEnt) model based semantic role classification and ... See full document
6
Parsing Mildly Non Projective Dependency Structures
... take dependency structures to be directed trees, where each node corresponds to a word and the root of the tree marks the syn- tactic head of the ...dency parsing are restricted to projective struc- ... See full document
9
Transforming Meaning Representation Grammars to Improve Semantic Parsing
... learned semantic parser is then applied to the train- ing sentences and if the system can not produce any parse for a sentence then the parse tree of its corresponding MR is included in a set called failed parse ... See full document
8
Multi Task Semantic Dependency Parsing with Policy Gradient for Learning Easy First Strategies
... syntactic structures to sentences in the form of trees. Semantic depen- dency parsing (SDP), first introduced in the Se- mEval 2014 shared task (Oepen et ...assigning semantic struc- tures in ... See full document
11
Extending Lambek Grammars: a Logical Account of Minimalist Grammars
... We also have to specify how the labels are car- ried out by the rules. At this point some non logical properties can be taken into account, for instance the strength of the features, if we wish to take them into ... See full document
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