A Handbook of Computational Linguistics: Artificial Intelligence in Natural Language Processing

This handbook provides a comprehensive understanding of computational linguistics, focusing on the integration of deep learning in natural language processing (NLP). 18 edited chapters cover the state-of-the-art theoretical and experimental research on NLP, offering insights into advanced models and recent applications.

Highlights:

- Foundations of NLP: Provides an in-depth study of natural language processing, including basics, challenges, and applications..
- Advanced NLP Techniques: Explores recent advancements in text summarization, machine translation, and deep learning applications in NLP.
- Practical Applications: Demonstrates use cases on text identification from hazy images, speech-to-sign language translation, and word sense disambiguation using deep learning.
- Future Directions: Includes discussions on the future of NLP, including transfer learning, beyond syntax and semantics, and emerging challenges.

Key features:

- Comprehensive coverage of NLP and deep learning integration.
- Practical insights into real-world applications.
- Detailed exploration of recent research and advancements through 16 easy to read chapters
- References and notes on experimental methods used for advanced readers

Ideal for researchers, students, and professionals, this book offers a thorough understanding of computational linguistics by equipping readers with the knowledge to understand how computational techniques are applied to understand text, language and speech.

Audience:

Researchers, students, and professionals in computer science and related fields (AI, ML, NLP and computational linguistics).

Editor(s):

Youddha Beer Singh
Galgotias College of Engineering and Technology
Greater Noida,
India

Aditya Dev Mishra
Galgotias College of Engineering and Technology
Greater Noida,
India

Pushpa Singh
G L Bajaj Instituite of Technology and Management
Greater Noida
India

Dileep Kumar Yadav
Bennett University
Greater Noida
India

Contributor(s):

Aastha Tiwari
Department of Computer Science and Engineering
IMS Engineering College
Ghaziabad
India

Aditya Kumar Yadav
Department of Computer Science and Engineering
IMS Engineering College
Ghaziabad
India

Aayushi Chauhan
Department of Computer Science and Engineering
IMS Engineering College
Ghaziabad
India

Archana Verma
School of Computer Applications, Noida Institute of Engineering and Technology
Greater Noida - 201310
Uttar Pradesh
India

Aviral Srivastava
Pennsylvania State University
USA

Ambrish Gangal
KIET Group of Institutions
Ghaziabad
India

Asha Rani Mishra
Department of Computer Science & Technology, G.L Bajaj
Institute of Technology and Management
Greater Noida
India

Abhishek Thakur
Department of EEE
BIT Mesra
India

Anuradha Pillai
Department of Computer Engineering, J.C. Bose University of Science and Technology
YMCA
Faridabad
India

Abhishek Singh
Department of Information Technology, School of Engineering and Technology
CSJM University
Kanpur
India

Ashish Arya
Indian Institute of Information Technology
Sonepat
India

Arti Ranjan
Galgotias College of Engineering Technology
Greater Noida
India

Arti Ranjan
Department of Computer Science Engineering
IGDTUW
New Delhi
India

Bhumica Verma
CSE Department
AKG Engineering College
Ghaziabad
India

Dhiraj Prasad Jaiswal
School of Information Technology
The ICFAI University, Sikkim
India

Digvijay Pandey
Department of Technical Education
I.E.T, Dr A.P.J. Abdul Kalam Technical University (AKTU)
Lucknow (U.P)
India

Gagan Gurung
School of Information Technology
The ICFAI University, Sikkim
Sikkim
India

Garima Singh
KIET Group of Institutions
Ghaziabad
India

Manjeet Singh
Government College Bhainswal Kalan
Sonipat, Haryana
India

M. Ravinder
Department of Computer Science Engineering
IGDTUW
New Delhi
India

Nitin Sharma
Department of Computer Science and Engineering
IMS Engineering College
Ghaziabad
India

Nitin Sharma
IT Department
AKG Engineering College
Ghaziabad
India

Neha
Manav Rachana University
Faridabad, Haryana
India

Neha Saini
Government College Chhachhrauli
Yamunanagar, Haryana
India

Nidhi Srivastava
Amity Institute of Information Technology
Lucknow
India

Preeti Yadav
M.J.P. Rohilkhand University
U.P.
India

Payal Garg
Department of Computer Science & Technology, G.L Bajaj
Institute of Technology and Management
Greater Noida
India

Rohit Vashisht
KIET Group of Institutions
Ghaziabad
India

Richa Singh
KIET Group of Institutions
Muradnagar U.P
Ghaziabad
India

Rekha Kashyap
KIET Group of Institutions
Muradnagar U.P
Ghaziabad
India

Rashmi Kumari
SCSET Bennett University
Greater Noida
Uttar Pradesh
India

Rohit Tanwar
School of Computer Science
University of Petroleum and Energy Studies(UPES)
Dehradun (Uttarakhand)
India

Rahul Shah
School of Information Technology
The ICFAI University, Sikkim
India

Raghwendra Kishore Singh
National Institute of Technology
Jameshedpur
India

Sandeep Kumar Vishwakarma
J.C. Bose University of Science and Technology
YMCA
Faridabad
India

Shahina Anjum
Department of CSE
IEC College of Engineering and Technology
Greater Noida (U.P)
India

Sunil Kumar Yadav
Department of CSE
Accurate Institute of Management and Technology
Greater Noida (U.P)
India

Subhajit Ghosh
Department of CSE
IMS Engineering College
Ghaziabad
India

Subhranil Das
School of Business Faculty of Business and Leadership MIT World Peace University
Pune
India

Sandeep Vishwakarma
JCB UST YMCA Faridabad
Haryana
India

Sunil Kumar
UIET CSJM University
Kanpur
India

Shree Harsh Attri
Sharda School of Engineering and Technology
Department of Computer Science and Engineering, Sharda University
Greater Noida, Uttar Pradesh
India

Sonia Deshmukh
KIET Group of Institutions
Ghaziabad
India

Sunil Kumar
Department of Computer Engineering
J.C. Bose University of Science and Technology
Faridabad
India

Sandeep Kumar Vishwakarma
Department of Computer Engineering
J.C. Bose University of Science and Technology
Faridabad
India

Tarun Kumar
School of Computing Science and Engineering, Galgotia University
Greater Noida
Uttar Pradesh
India

Vibhor Harit
Department of Computer Science and Engineering
IMS Engineering College
Ghaziabad
India

Viral Parmar
Pandit Deendayal Energy University
Gandhinagar
Gujarat
India

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