Latent semantics
Publications (13)

1Learning the Latent Semantics of a Concept from its Definition2012  Weiwei Guo,Mona T. DiabAssociation for Computational Linguistics Learning the Latent Semantics of a Concept from its Definition Weiwei Guo Department...

2Genre Independent Subgroup Detection in Online Discussion Threads: A Study of Implicit Attitude using Textual Latent Semanticswe apply LDA (Blei et al., 2003) on texts to extract latent semantics of texts. We split text into sentences, i.e., each sentence...

3Topic Models, Latent Space Models, Sparse Coding, and All That: A Systematic Understanding of Probabilistic Semantic Extraction in Large Corpus2012  Eric P. Xingtext documents into a low dimensional space where their latent semantics are captured and modeled; can integrate multiple sources...

4Modeling Sentences in the Latent Space2012  Weiwei Guo,Mona T. Diabsentences. Previous sentence similarity work finds that latent semantics approaches to the problem do not perform well due to...

5Automated Pyramid Scoring of Summaries using Distributional Semanticsmethods tested here, the one that performs best relies on latent semantics. 1 Introduction The pyramid method is an annotation...

6Kernels on Linguistic Structures for Answer Extractiondisorder, the structure of both definitions and the latent semantics they contain (inherent to behavior, disorder, anxiety)...

7ProLiV  a Tool for Teaching by Viewing Computational Linguistics2009  Monica Gavrila,Cristina Vertaninteractive parameter setup, the following topics: Latent Semantics Analysis (LSA), (computational) lexicons, question modeling...

8Linking Tweets to News: A Framework to Enrich Short Text Data in Social MediaPress. Weiwei Guo and Mona Diab. 2012a. Learning the latent semantics of a concept by its definition. In Proceedings of the...

9A Latent Topic Extracting Method based on Events in a Document and its Application2011  Risa Kitajima,Ichiro Kobayashinot the estimated topic distribution can represent the latent semantics of each document based on the accuracy of retrieval...

10Identifying Opinion Subgroups in Arabic Online Discussionsthreads: A study of implicit attitude using textual latent semantics. In Proceedings of the 50th Annual Meeting of the A...