Natural Language Processing

Prospective Experts:

  • Prof. Pushpak Bhattacharya, IIT Bombay
  • Prof. Rajeev Sangal, IIIT Hyderabad
  • Dr. Asif Ekbal, IITP
  • Dr. Sriparna Saha, IITP
  • Dr. Atul Gupta, IIITDMJ
  • Dr. J. P. Singh, NITP
  • Dr.Namita Mittal, MNITJ

Principal Coordinator :

  • Dr. J. P. Singh , NIT Patna

6 10 Jan 2020

Download Brochure

Apply Online

Local Coordinator:
Dr. Kusum Kumari Bharti
Email:kusum@iiitdmj.ac.in
Phone: 9406711296
0761-2794232

Course contents:

S.No
.

Module Name

Topics

 

1.

Intro and text classification

• Processing Text using Perl • Use of Regular Expressions • Elements of Morphology • Character N-gram Based Text Mining • Text Classification

 

2.

Language modeling and sequence tagging

texts as sequences of words. language modeling and use for suggests in search, machine translation, chat-bots, etc predict a sequence of tags for a sequence of words. part-of-speech
tags, named entities or any other tags • Probabilistic Modeling • N-grams Model • HMM Model • Sum-product Algorithms

 

3.

Vector Space Models of Semantics

higher abstraction for texts: vectors representing meanings traditional models of distributional semantics, cover modern tools for word and sentence embeddings, such as word2vec, FastText, StarSpace

4

Syntactic Processing

• Phrase Structure and Natural Language Syntax • Chart Parsing and CYK Algorithm • Probabilistic Context-Free Grammars

5

Sequence to sequence tasks

a sequence to sequence task: machine translation, summarization, question answering, a general encoder-decoder-attention architecture

6

Dialog systems

task-oriented dialog systems like Apple Siri or Amazon Alexa. main building blocks of such systems namely Natural Language Understanding (NLU) and Dialog Manager (DM)

7

Unification-based NLP and Semantics

•First-order Predicate Logic and Resolution • Classical and Feature-structure Unification • Unification-based Grammars

Registration Fee and Accommodation:
No Registration fee is charged for attending this programme planned at any designated academies/Remote centres. However, candidate should submit a Demand Draft/ CBS-Cheque of Rs.1000/- along with application form and the same will be handed over to the participant on the last day of the training. Certificate for participation as well as for Satisfactory performance will be given to the participants subject to fulfillment of attending all sessions, submission of assignments and clearing the test(s).

Boarding and Lodging at Hostels/Guest House will be provided at free of cost only at Identified E&ICT Academies. For details please refer to respective Academy websites. At identified Remote centres only working lunch and snacks will be provided. No Travel Allowance will be paid to the participants.

Core Team Members, E&ICT Academy:

Prof Aparajita Ojha
Email: aojha@iiitdmj.ac.in

Prof. Vijay Kumar Gupta
Email: vkgupta@iiitdmj.ac.in

Prof. P.N. Kondekar
Email: pnkondekar@iiitdmj.ac.in

Dr. Atul Gupta
Email: atul@iiitdmj.ac.in

Dr. Prashant Kumar Jain
Email: pkjain@iiitdmj.ac.in

Website: ict.iiitdmj.ac.in



Contact us :
Maj Neha Rawat (Retd) : +9893443284
Business Manager,
Electronics and ICT Academy
PDPM Indian Institute of Information Technology,
Design and Manufacturing, Jabalpur,
Dumna Airport Road, Jabalpur 482005
Email: neharawat@iiitdmj.ac.in
Website: ict.iiitdmj.ac.in