Malayalam ChatBot

A Dependency parser is important for applications like sentence structure identification, machine translation, clause boundary identification,question answering system etc. No work has been done so far in the field of dependency parser for Malayalam using machine learning approaches.

Dhwanimam – Malayalam POS tag checker is a web based application, developed by the team at ICFOSS, which provides an opportunity to edit Parts-of-Speech (POS) tags assigned to Malayalam words.

OCR is a tool that converts malayalam document images to editable malayalam text. Lekha OCR version 2.0 is designed to be easy,fast and simple to use. It has add-on features like scanning, croping,rotating and skew correction of images.

Social media are interactive computer-mediated technologies that facilitate the creation and sharing of information, ideas, career interests and other forms of expression via virtual communities and networks.

Machine Transliteration is the practice of converting a character or word written in one language to another .Machine transliteration can play an important role in natural language application such as information retrieval and machine translation, especially for handling proper nouns and technical terms, cross language applications, data mining and information retrieval system. This tool is to convert a malayalam name entity to corresponding English word.

ICFOSS has developed a web based morphological analyser tool for Malayalam. The proposed system uses recursive suffix stripping methods and moreover, the sandhi rules are also taken into consideration during the stemming process.

The project aims at creating an efficient searching and information extraction system that can process a large set of Malayalam documents and produce the most accurate results based on a user query

The widespread use of the Internet has made the plagiarism of documents very easy. So plagiarism detection is one of the main concern in the field of academia and research.

The presence of social media has made a tremendous changes in the way how people see the world outside.

There are two main types of how to summarise text in NLP (1) Extraction-based summarisation and (2) Abstraction-based summarisation.