semantic frame
Improving Implicit Semantic Role Labeling by Predicting Semantic Frame Arguments
... Implicit semantic role labeling (iSRL) is the task of predicting the semantic roles of a predicate that do not appear as explicit ar- guments, but rather regard common sense knowledge or are mentioned ...
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Semantic Frame Embeddings for Detecting Relations between Software Requirements
... of semantic frames in FrameNet, which was developed to support the detection of relations between software ...the semantic frame level, were trained on a large corpus of requirements ...these ...
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Unsupervised Semantic Frame Induction using Triclustering
... lexical- semantic or ontological resources (Narayanan et ...based Semantic Role Labeling has been success- fully addressed by unsupervised approaches (Lang and Lapata, 2010; Titov and Klementiev, 2011), ...
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Semantic Frame Annotation on the French MEDIA corpus
... level semantic structures. The semantic annotation, worked out according to the Berkeley FrameNet paradigm, is incremental and partially ...composing semantic structures from basic semantic ...
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Semantic Frame Parsing for Information Extraction : the CALOR corpus
... Semantic Frame parsing is a Natural Language Understand- ing task that involves detecting in a sentence an event or a scenario, called Frame, as well as all the elements or roles that can be ...
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Semantic Frame-based Statistical Approach for Topic Detection
... In light of this, we propose a flexible frame-based approach (FBA), and use topic detection as a case study to demonstrate its advantages. FBA is a highly automated process that integrates similar knowledge and ...
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Semantic Frame Identification with Distributed Word Representations
... SRL, frame-semantic parsing consists of the resolution of predicate sense into a frame, and the analysis of the frame’s argu- ...of semantic frames that they could evoke. For each ...
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Scaling Semantic Frame Annotation
... of frame annotation may be amenable to non- expert curation, such as made possible by crowd- sourcing platforms like Amazon Mechanical Turk (AMT) (Hong and Baker, 2011; Fossati et ...surprising: frame ...
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Integrating Semantic Analysis into Syntactic Parsing: Combining Categorial Grammar and Frame Semantics
... that semantic frames are the lean fragments of the system of intersection types, and if verbs that bear the meanings of semantic frames are typable in such system, then semantic consistency problems ...
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Frame Semantic Parsing
... full frame-semantic ...correct semantic frame for a target, and finally determining the arguments that fill the semantic roles of a ...
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Developing a Flexible Spoken Dialog System Using Simulation
... Each semantic frame is input to Genesis, a text gen- eration module (Seneff, 2002), to output a synthetic user ...mantic frame, with only a few variants specified for each ...example semantic ...
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Event Detection Using Frame Semantic Parser
... In this work, we investigate a different approach on the Event Detection task, that achieves higher recall by generating a large set of candidate events using a semantic-frame parser. ...
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An Abstract Schema for Representing Semantic Roles and Modelling the Syntax Semantics Interface
... for semantic role annotation is put forth by ...containing semantic descriptions of words based on Fillmore’s (1985) theory of frame ...the semantic frame, ...Each frame is ...
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Parameter Estimation for LDA Frames
... probabilistic semantic frames called LDA-frames (Materna, ...of semantic frames and roles automatically by maximizing pos- terior probability of a probabilistic model on a syn- tactically annotated training ...
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Inducing Frame Semantic Verb Classes from WordNet and LDOCE
... induces semantic frames ...common semantic frame (in the sense that lexical units call forth corresponding conceptual structures); and (2) identification of the conceptual structure of ...
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Towards a Resource for Lexical Semantics: A Large German Corpus with Extensive Semantic Annotation
... the semantic frame descriptions from the English FrameNet ...the frame structure assumed for the description of the English lexicon can be reused for German, with minor changes and ...
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Designing a Frame Semantic Machine Translation Evaluation Metric
... native possibilities for comparing frame annota- tions and to test the inclusion of frame elements in the evaluation. In the first round of evaluation, around 30 sentence pairs from the human trans- lated ...
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Comparing Dependency and Constituent Syntax for Frame-semantic Analysis
... Table 4: Semantic role classification accuracy. To further assess the influence of grammatical function on the classification accuracy, we performed a feature engi- neering study. For the dependency-based ...
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PP attachment Disambiguation using Large Context
... Prepositional Phrase-attachment is a com- mon source of ambiguity in natural lan- guage. The previous approaches use lim- ited information to solve the ambiguity – four lexical heads – although humans disambiguate much ...
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SemEval 2007 Task 06: Word Sense Disambiguation of Prepositions
... and frame elements associated with each sense was ...FrameNet frame and frame element). Finally, using the FrameNet frame and frame element of the tagged instances, syntactic ...
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