BONDHU-BOT

Our plan is to build a human-like chatbot which will be more interactive and more efficient in responding.

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pip install -r requirements.txt

Version - 1.0 (Sentiment Analysis)

Requirements:

• add a 'SentimentAnalysis/data' folder and put your downloaded dataset there
• dataset link:
  • IMDB Dataset.csv : https://www.kaggle.com/lakshmi25npathi/imdb-dataset-of-50k-movie-reviews
  • Sentiment Analysis Dataset 100000.csv : https://github.com/vineetdhanawat/twitter-sentiment-analysis/blob/master/datasets/Sentiment%20Analysis%20Dataset%20100000.csv
  • glove.6B.100d.txt : https://www.kaggle.com/danielwillgeorge/glove6b100dtxt

Preview:

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Version - 2.0 (Emotion Detection Included)

Requirements:

• dataset already included

Preview:

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Version - 3.0 (Intent Classification Inlcuded)

Requirements:

• add a 'IntentClassification/data' folder and put your downloaded dataset there
• dataset link:
  • Dataset.csv : https://raw.githubusercontent.com/PolyAI-LDN/task-specific-datasets/master/banking_data/train.csv

Preview:

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Version - 4.0 (Named-Entity Recognition Included)

Requirements:

• add a 'NamedEntityRecognition/data' folder and put your downloaded dataset there
• dataset link:
  • ner_dataset.csv : https://www.kaggle.com/namanj27/ner-dataset

Preview:

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Version - 5.0 (Final Version Chatbot)

Future Work

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