If you enjoyed this book, you may be interested in these other books by Packt:
Natural Language Processing with TensorFlow
Thushan Ganegedara
ISBN: 9781788478311
- Core concepts of NLP and various approaches to natural language processing
- How to solve NLP tasks by applying TensorFlow functions to create neural networks
- Strategies to process large amounts of data into word representations that can be used by deep learning applications
- Techniques for performing sentence classification and language generation using CNNs and RNNs
- About employing state-of-the art advanced RNNs, like long short-term memory, to solve complex text generation tasks
- How to write automatic translation programs and implement an actual neural machine translator from scratch
- The trends and innovations that are paving the future in NLP
Mastering Natural Language Processing with Python
Deepti Chopra
ISBN: 9781783989041
- Implement string matching algorithms and normalization techniques
- Implement statistical language modeling techniques
- Get an insight into developing a stemmer, lemmatizer, morphological analyzer, and morphological generator
- Develop a search engine and implement POS tagging concepts and statistical modeling concepts involving the n gram approach
- Familiarize yourself with concepts such as the Treebank construct, CFG construction, the CYK Chart Parsing algorithm, and the Earley Chart Parsing algorithm
- Develop an NER-based system and understand and apply the concepts of sentiment analysis
- Understand and implement the concepts of Information Retrieval and text summarization
- Develop a Discourse Analysis System and Anaphora Resolution based system