TeMoTopic: Temporal Mosaic Visualisation of Topic Distribution, Keywords, and Context

In this paper we present TeMoTopic, a visualization component for temporal exploration of topics in text corpora. TeMoTopic uses the temporal mosaic metaphor to present topics as a timeline of stacked bars along with related keywords for each topic. The visualization serves as an overview of the temporal distribution of topics, along with the keyword contents of the topics, which collectively support detail-on-demand interactions with the source text of the corpora. Through these interactions and the use of keyword highlighting, the content related to each topic and its change over time can be explored.

Using contextual and cross-lingual word embeddings to improve variety in template-based NLG for automated journalism

In this work, we describe our efforts in improving the variety of language generated from a rule-based NLG system for automated journalism. We present two approaches: one based on inserting completely new words into sentences generated from templates, and another based on replacing words with synonyms. Our initial results from a human evaluation conducted in English indicate that these approaches successfully improve the variety of the language without significantly modifying sentence meaning. We also present variations of the methods applicable to low-resource languages, simulated here using Finnish, where cross-lingual aligned embeddings are harnessed to make use of linguistic resources in a high-resource language. A human evaluation indicates that while proposed methods show potential in the low-resource case, additional work is needed to improve their performance.

The Umayyad wall paintings in the levant (effects and indications)

Murals are one of the techniques of delineation, which was influenced by Hantine and Sassanian in fluencies. They been their independence in the Umayyad period to maturity in the Abbasid era. The Levant was one of the centers of creativity for these drawings implemented in a mosaic and frisco. The drawing are important documents in history,arecord of daily life and evidence of settlement.to know the properties of the wall paintings, it is necessary to study the drawings which were implemented in the mosaic and in Frisco. There fore, the focus was on important bulding that included the drawing in mosaic such as the Dome the Rock and theUmayyad mosquen and the khirbat al-mfjar palace. And the drawing in frisco such as Omra palase and palase of western Hier.