Chunking

Textbooks

1. Speech and Language Processing - An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition
BY: Daniel Jurafsky and James H. Martin - Chapter 12
Comprehensive coverage of syntactic parsing and phrase chunking techniques.

2. Foundations of Statistical Natural Language Processing
BY: Christopher D. Manning and Hinrich Schütze - Chapter 11
Statistical approaches to shallow parsing and chunk identification.

3. Natural Language Processing with Python
BY: Steven Bird, Ewan Klein and Edward Loper - Chapter 7
Practical implementation of chunking using NLTK with regex patterns.

4. Introduction to Information Retrieval
BY: Christopher Manning, Prabhakar Raghavan, and Hinrich Schütze
Text processing fundamentals including phrase extraction and chunking.

Video Lectures and Online Courses

NPTEL Courses:

Stanford University:

YouTube EDU Channels:

Research Papers and Articles

1. Noun Phrase Chunking using Regular Expression Patterns
BY: Steven Abney
Computational Linguistics, Vol. 17, No. 2, 1991

2. Text Chunking using Transformation-Based Learning
BY: Lance Ramshaw and Mitchell Marcus
ACL 1995

3. Memory-Based Shallow Parsing
BY: Walter Daelemans, Sabine Buchholz, Jorn Veenstra
CoNLL 1999

Online Resources and Tools

Academic Resources:

Interactive Tools:

Practice Resources:

Additional Reading

For Advanced Study:

  • "Syntactic Pattern Recognition for Information Extraction" by Mary Elaine Califf
  • "Shallow Parsing with Conditional Random Fields" by Fei Sha and Fernando Pereira
  • "Introduction to the CoNLL-2000 Shared Task: Chunking" by Erik Tjong Kim Sang

For Indian Languages:

  • "Hindi Chunking using CRFs" by various authors from LTRC, IIIT Hyderabad
  • "Statistical Approach to Hindi Shallow Parsing" by Bharati et al.
  • "Indian Language Text Processing" - Multiple authors, CDAC publications

Practice Resources

Corpora and Datasets:

Tools and Libraries: