[PDF] Top 20 A Unified Local and Global Model for Discourse Coherence
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A Unified Local and Global Model for Discourse Coherence
... Bayesian model, because the number of states, and the probability of different transitions, can change with every new ob- servation, making dynamic programming impossi- ...the model as a standard HMM, using ... See full document
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Enriching entity grids and graphs with discourse relations: the impact in local coherence evaluation
... RST-style Model and Feng et ...RST-style Model. The Full RST-style Model encodes long-distance discursive relations for the ...RST-style Model only considers relations that hold between text ... See full document
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Predicate Argument Alignment using a Global Coherence Model
... complete model of NLU, where sys- tems must not only consider who is mentioned, but also what ...of discourse, models typ- ically are formulated with strong notions of local- independence: viewing a ... See full document
10
Adapting Coreference Resolution for Narrative Processing
... stories: local dis- course coherence, speaker-listener relations, and character-naming are modeled via centering theory, direct speech act and definite noun phrase & ex- act match ... See full document
6
Topic Guided Coherence Modeling for Sentence Ordering by Preserving Global and Local Information
... Sentence Set Modeling: To solve the above is- sues, the pointer network (Vinyals et al., 2015b) is proposed based on the sequence-to-sequence model (Sutskever et al., 2014). The pointer net- work consists of ... See full document
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Sentence Ordering Driven by Local and Global Coherence for Summary Generation
... Although coherence in those works is modeled in the guise of “lexical cohesion”, “topic closeness”, “content relatedness”, ...accommodate coherence on the two levels: local coherence and ... See full document
6
Discourse Element Identification in Student Essays based on Global and Local Cohesion
... modeling local coherence alone is not adequate to distinguish discourse elements in per- suasive ...their discourse ele- ments are different. To deal with this, global cohe- sion should ... See full document
7
Hallmarking quantum states: unified framework for coherence and correlations
... hand, coherence has also been shown to be a re- source in thermodynamical processes ...quantum coherence is at the root of fundamental issues, as, for example, irreversibil- ity ...the global value ... See full document
8
Graph based Local Coherence Modeling
... about local coher- ence, ...cal coherence. One popular model, the center- ing model (Grosz et ...of discourse entities realized in particular sentences and computes transitions between ... See full document
11
Automatically Evaluating Text Coherence Using Discourse Relations
... entire discourse role ...while discourse tran- sitions are captured locally on a per-term basis, the probabilities of the discourse transitions are aggre- gated globally, across all ...of ... See full document
10
Efficient Collective Entity Linking with Stacking
... a global predictor on top of a local predictor to collect coherence information from neighboring ...our model consistently outperforms all existing more sophisti- cated collective approaches ... See full document
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A Neural Local Coherence Model for Text Quality Assessment
... a coherence model is readability assessment (Li and Hovy, 2014; Petersen et ...as discourse co- herence (Barzilay and Lapata, ...language model perplexity scores) and syntactic ...that ... See full document
12
Computational Approaches to Sentence Completion
... of global sentence coherence based on latent semantic ...of local information, we evaluated n-gram language model scores, from both a conventional model with Good-Turing smoothing, and ... See full document
10
Centering: A Framework for Modeling the Local Coherence of Discourse
... Without utterance 16c, this sequence, like the sequence in 15, is unacceptable unless it is possible to consider the introduction of a second person n a m e d "John." The intervening utt[r] ... See full document
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A Reformulation of Rule 2 of Centering Theory
... Two possible notions of local coherence are 1 overall coherence of a multi-utterance discourse segment as in the original GJW model, which stipulates preferences for coherent sequences o[r] ... See full document
9
A Unified Neural Coherence Model
... our global model perform poorly compared to our proposed local ...a global level, thus they are likely to penalize locally coher- ent segments of a ...our local coher- ence models, ... See full document
11
The power of geography:universal discourse, global coloniality, and local sovereignty in the sustainable city apparatus
... epistemological sense, part II of the thesis is critically orientated towards assumptions in existing debates and discussions around ‘assemblage urbanism’ and ‘policy mobility’. Chapter four explores a more holistic ... See full document
289
Computing Locally Coherent Discourses
... defining local coherence, which evaluates the quality of sentence-to-sentence transi- ...of global coher- ence, which can consider relations between larger chunks of the discourse and ...of ... See full document
8
Automatic Evaluation of Local Topic Quality
... the global topic distributions that they generate, using metrics such as coherence, but without regard to local (token-level) topic as- ...topic model types and param- eters, global ... See full document
9
Veins Theory: A Model of Global Discourse Cohesion and Coherence
... We identify domains of referential accessibility for each discourse unit over discourse structure trees such as those defined in Rhetorical Structure Theory RST ; Mann and Thompson 1987 [r] ... See full document
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