[PDF] Top 20 Modeling Local Coherence: An Entity Based Approach
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Modeling Local Coherence: An Entity Based Approach
... the coherence of its output. Not surprisingly, a variety of coherence theories have been devel- oped over the years ...Furthermore, coherence con- straints are often embedded in complex representa- ... See full document
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Modeling Local Coherence: An Entity Based Approach
... text coherence, we discuss here rank- ing approaches applied to text planning (see Walker et ...or entity-based constraints similar to the ones captured by our ...the entity is first introduced ... See full document
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A Domain and Language Independent Named Entity Classification Approach Based on Profiles and Local Information
... step based on Conditional Ran- dom Fields (CRF) algorithm which employs un- supervised features from clusters of semantic spaces (COALS - Correlated Occurrence Ana- logue to Lexical Semantic - and HAL - Hyper- ... See full document
9
Topic Guided Coherence Modeling for Sentence Ordering by Preserving Global and Local Information
... To complement the structural limitations of ex- isting RNN-based pointer decoders, which se- quentially decode one paragraph vector, our at- tentive pointer decoder relies entirely on the at- tention mechanism ... See full document
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A Local Detection Approach for Named Entity Recognition and Mention Detection
... individually based on the underlying segment itself and its left and right contexts in the sentence so as to determine whether this word seg- ment is a valid named entity and the corresponding label if it ... See full document
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A Unified Neural Coherence Model
... to coherence modeling have achieved state-of-the-art results in several evaluation ...to local contexts such as candidate ranking in conversational dialogue and in ma- chine ...unified ... See full document
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A Discursive Grid Approach to Model Local Coherence in Multi document Summaries
... with local coherence with an Entity Grid ...is based on Centering Theory (Grosz et ...cerning entity distribution. These regularities are calculated over an Entity Grid, ...the ... See full document
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Persian Named Entity Recognition based with Local Filters
... An approach based on a Local F ilters model to recognize P ersian (F arsi) language named ...an approach for named entity recognition that uses dictionaries to detect named ... See full document
6
Enriching entity grids and graphs with discourse relations: the impact in local coherence evaluation
... of local coherence models in order to automatically differentiate coherent from incoherent (less coherent) ...Thus, local coherence models from the literature have been enriched with ... See full document
10
A Computational Approach for Local Storm Surge Modeling.
... There are three primary routines that drive the physics of the model and that are executed in succession during every timestep. They are the GWCE routine, the wet/dry routine, and the momentum equation routine (Tanaka et ... See full document
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A Neural Local Coherence Model
... the coherence score of a document by estimating coherence probability for every window of L sentences (in their experi- ments, L = 3 ...Our approach is fundamentally different from their ap- proach; ... See full document
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Comparative Study on Extended Entity Relationship and Unified Modeling Language
... fundamental approach to Model Driven Architecture a new way of writing specifications and developing applications, based on a platform-independent model ...an approach for structuring data and ... See full document
6
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach
... path-level coherence scores ...a coherence model to get awarded for as- signing higher score to an original path (hence, correct) while making wrong decisions for the rest; see supplementary document for an ... See full document
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Graph based Local Coherence Modeling
... about local coher- ence, ...models local coherence rather generally and has been applied to the generation of refer- ring expressions (Kibble and Power, 2004), to re- solve pronouns (Brennan et ...a ... See full document
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Normalized Entity Graph for Computing Local Coherence
... the entity grid (Barzilay and Lapata, 2008) uses information about sentences which do not share entities by means of the “- -” transition, the entity graph cannot employ this negative in- ...the ... See full document
5
Entity Based Local Coherence Modelling Using Topological Fields
... for local coherence mod- ...models based on simple clausal or- der, with the best performing model achieving a relative error reduction of ...our local coherence model in another set- ... See full document
10
Extending the Entity based Coherence Model with Multiple Ranks
... of coherence is an essential component of vari- ous natural language ...of coherence models has recently become an active research ...popular coherence model is the entity-based ... See full document
10
Customizing an Information Extraction System to a New Domain
... simple approach: we recognize NFLT EAM mentions with a rule-based system that extracts all token sequences that begin, end, or are equal to a known team ...this approach is prone to in- troducing ... See full document
9
A semiparametric spatial dynamic model
... The paper is organized as follows. We begin in Section 2 with a description of the estimation procedure for the proposed model (1.3). In Section 3, we show how many unknown parameters an unknown bivariate function ... See full document
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Disentangling Chat with Local Coherence Models
... the entity grid's good perfor- mance here is due mostly to two factors: its use of a long history, and its lack of ...topical entity grid, are hampered by poor parameter settings, since their parameters ... See full document
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