#lexicon articles

MMMohamad Mahmoodlexicon.hashnode.devNov 3, 2023 · 2 min read

How to build VADER chatbot using Python?

To build a VADER chatbot using Python, you need to follow these steps: • Import the necessary libraries, such as vaderSentiment and nltk. • Create a GUI for the chatbot using Anvil Web App, with an entry box, a send button, and a text area to display...

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MMMohamad Mahmoodlexicon.hashnode.devNov 3, 2023 · 2 min read

How do we use multiple lexicons for sentiment analysis?

Using multiple lexicons for sentiment analysis involves a few steps: Select Lexicons: Choose the lexicons you want to use for your sentiment analysis. Different lexicons may be more or less suited to different types of text, so you might want to ex...

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MMMohamad Mahmoodlexicon.hashnode.devNov 3, 2023 · 2 min read

What are some examples of dependency parsing algorithms?

Dependency parsing is a way of analyzing the syntactic structure of a sentence by identifying the words that depend on each other and the type of dependency relation between them. Some examples of algorithms that can perform dependency parsing: • Tra...

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MMMohamad Mahmoodlexicon.hashnode.devNov 3, 2023 · 1 min read

What is the difference between chatbot and virtual assistant?

The difference between chatbot and virtual assistant is that chatbot is a software that interacts with human and answer their questions, while virtual assistant is a software that follows the command and does the daily tasks for user (https://www.gee...

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MMMohamad Mahmoodlexicon.hashnode.devNov 3, 2023 · 3 min read

How do we measure chatbot performance?

Measuring chatbot performance is important to evaluate how well the chatbot is fulfilling its purpose and satisfying its users. There are different ways to measure chatbot performance, depending on the goals and features of the chatbot. Some of the c...

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MMMohamad Mahmoodlexicon.hashnode.devNov 3, 2023 · 1 min read

How are lexicons created?

There are different methods to create sentiment lexicons, which are collections of words or terms that are labeled as positive, negative, or neutral. Some of the common methods are: • Manual annotation: This method involves human experts or crowdsour...

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MMMohamad Mahmoodlexicon.hashnode.devNov 3, 2023 · 2 min read

How are chatbots made?

Chatbots are computer programs that can simulate conversation with human users, often using natural language processing (NLP) and artificial intelligence (AI) to understand and generate responses. Chatbots can be used for various purposes, such as cu...

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MMMohamad Mahmoodlexicon.hashnode.devNov 3, 2023 · 3 min read

How do you train a chatbot?

There are different ways to train a chatbot, depending on the level of technical skills and the desired features of the chatbot. Some of the common methods are: • Using a chatbot platform: A chatbot platform is a software tool that provides a user-fr...

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MMMohamad Mahmoodlexicon.hashnode.devNov 3, 2023 · 1 min read

Example of chatbot app that includes sentiment analysis application

One such chatbot is the WhatsApp Bot with Sentiment Analysis using Python and Twilio (https://www.twilio.com/blog/build-whatsapp-bot-sentiment-analysis-python-twilio). This bot can detect when the user is unhappy and redirect them to a live agent. Th...

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MMMohamad Mahmoodlexicon.hashnode.devNov 3, 2023 · 1 min read

What are some applications of sentiment lexicons?

Sentiment lexicons are useful for analyzing the meaning, sentiment, or emotion of texts. Some applications of sentiment lexicons are: • Sentiment analysis of social media posts, such as tweets, to understand the public opinion and attitude toward cer...

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How to build VADER chatbot using Python?

How do we use multiple lexicons for sentiment analysis?

What are some examples of dependency parsing algorithms?

What is the difference between chatbot and virtual assistant?

How do we measure chatbot performance?

How are lexicons created?

How are chatbots made?

How do you train a chatbot?

Example of chatbot app that includes sentiment analysis application

What are some applications of sentiment lexicons?

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#lexicon

Explore Hashnode

Trending tags this week

How to build VADER chatbot using Python?

How do we use multiple lexicons for sentiment analysis?

What are some examples of dependency parsing algorithms?

What is the difference between chatbot and virtual assistant?

How do we measure chatbot performance?

How are lexicons created?

How are chatbots made?

How do you train a chatbot?

Example of chatbot app that includes sentiment analysis application

What are some applications of sentiment lexicons?