We have built the first version of ScriptViz v.1.0 that allows users to visualize their screenplays in real time via animated graphics. Our system consists of a text understanding module, a high-level planning module and a scene generator. The user can input a screenplay as a set of well-formed English sentences via a graphic user interface. The text understanding module interprets the input se...

Network Text Analysis (NTA) involves the creation of networks of words and/or concepts from linguistic data. Its key insight is that the position of words and concepts in a text network provides vital clues to the central and underlying themes of the text as a whole. Recent research has relied on inductive approaches to identify these themes. In this study we demonstrate a deductive approach th...

Network Text Analysis (NTA) involves the creation of networks of words and/or concepts from linguistic data. Its key insight is that the position of words and concepts in a text network provides vital clues to the central and underlying themes of the text as a whole. Recent research has relied on inductive approaches to identify these themes. In this study we demonstrate a deductive approach th...

In many Natural Language Generation (NLG) applications, the output is limited to plain text – i.e., a string of words with punctuation and paragraph breaks, but no indications for layout, or pictures, or dialogue. In several projects, we have begun to explore NLG applications in which these extra media are brought into play. This paper gives an informal account of what we have learned. For cohe...

In this paper I apply a novel method of network text analysis to a sample of 150 original screenplays. That sample is divided evenly between unproduced, original screenplays (n = 75) and those that were nominated for Best Original Screenplay by either the Academy of Motion Picture Arts & Sciences or by major film critics associations (n = 75). As predicted, I find that the text networks derived...

This paper describes a novel method of network text analysis, one that involves a new approach to 1) the selection of words from a text, 2) the aggregation of those words into higher-order concepts, 3) the kind of the relationship that establishes statements from pairs of concepts and 4) the extraction of meaning from the text network formed by these statements. After describing the method, I a...

The article analyzes the presence of possible world film text in A.P.Zvyagintsev’s and O.I.Negin’s screenplay Dislike. This for first time became subject philological analysis using comparative contextual-functional methods. director’s published comments allow tracing path from literary itself to text. As a result sampling linguistic material, which reveals script, specificity its categories (i...

This paper presents a recurrent neural network framework for the problem of attributing spoken lines to characters in a screenplay or novel. We study these quotes as a sequence in the absence of additional context, e.g. descriptions of scenes or actions, from the text surrounding them. Instead, attributions may only be made on the basis of learned expectations for how each character speaks, as ...