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Textual coherence using latent semantic analysis
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The article was published on 1998-01-01 and is currently open access. It has received 28 citations till now. The article focuses on the topics: Probabilistic latent semantic analysis & Coherence (statistics).read more
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Journal ArticleDOI
Modeling local coherence: An entity-based approach
TL;DR: This article re-conceptualize coherence assessment as a learning task and shows that the proposed entity-grid representation of discourse is well-suited for ranking-based generation and text classification tasks.
Proceedings Article
Automatic evaluation of text coherence: models and representations
Mirella Lapata,Regina Barzilay +1 more
TL;DR: A fully-automatic, linguistically rich model of local coherence that correlates with human judgments is introduced and demonstrates that certain models capture complementary aspects of coherence and thus can be combined to improve performance.
Proceedings ArticleDOI
Modeling Local Coherence: An Entity-Based Approach
Regina Barzilay,Mirella Lapata +1 more
TL;DR: A novel entity-based representation of discourse is presented which is inspired by Centering Theory and can be computed automatically from raw text and achieves significantly higher accuracy than a state-of-the-art coherence model.
Journal ArticleDOI
Experimental manipulations of perspective taking and perspective switching in expressive writing
TL;DR: The results showed that writing from a first-person perspective conferred more perceived benefits and was associated with using more cognitive mechanism words, whether engaged in perspective taking or perspective switching.
Proceedings Article
Making Conversational Structure Explicit: Identification of Initiation-response Pairs within Online Discussions
TL;DR: This paper develops a novel variant of Latent Semantic Analysis (LSA) to overcome a limitation of standard LSA models, namely that uncommon words, which are critical for signaling initiation-response links, tend to be deemphasized.