How Long to Read Investigations in Computational Sarcasm

How Long Does it Take to Read Investigations in Computational Sarcasm?

It takes the average reader 2 hours and 24 minutes to read Investigations in Computational Sarcasm by Aditya Joshi

Assuming a reading speed of 250 words per minute. Learn more

Description

This book describes the authors’ investigations of computational sarcasm based on the notion of incongruity. In addition, it provides a holistic view of past work in computational sarcasm and the challenges and opportunities that lie ahead. Sarcastic text is a peculiar form of sentiment expression and computational sarcasm refers to computational techniques that process sarcastic text. To first understand the phenomenon of sarcasm, three studies are conducted: (a) how is sarcasm annotation impacted when done by non-native annotators? (b) How is sarcasm annotation impacted when the task is to distinguish between sarcasm and irony? And (c) can targets of sarcasm be identified by humans and computers. Following these studies, the book proposes approaches for two research problems: sarcasm detection and sarcasm generation. To detect sarcasm, incongruity is captured in two ways: ‘intra-textual incongruity’ where the authors look at incongruity within the text to be classified (i.e., target text) and ‘context incongruity’ where the authors incorporate information outside the target text. These approaches use machine-learning techniques such as classifiers, topic models, sequence labelling, and word embeddings. These approaches operate at multiple levels: (a) sentiment incongruity (based on sentiment mixtures), (b) semantic incongruity (based on word embedding distance), (c) language model incongruity (based on unexpected language model), (d) author’s historical context (based on past text by the author), and (e) conversational context (based on cues from the conversation). In the second part of the book, the authors present the first known technique for sarcasm generation, which uses a template-based approach to generate a sarcastic response to user input. This book will prove to be a valuable resource for researchers working on sentiment analysis, especially as applied to automation in social media.

How long is Investigations in Computational Sarcasm?

Investigations in Computational Sarcasm by Aditya Joshi is 143 pages long, and a total of 36,179 words.

This makes it 48% the length of the average book. It also has 44% more words than the average book.

How Long Does it Take to Read Investigations in Computational Sarcasm Aloud?

The average oral reading speed is 183 words per minute. This means it takes 3 hours and 17 minutes to read Investigations in Computational Sarcasm aloud.

What Reading Level is Investigations in Computational Sarcasm?

Investigations in Computational Sarcasm is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Investigations in Computational Sarcasm?

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