In this paper, we describe a research method that generates Bangla word clusters on the basis of relating to meaning in language and contextual similarity. The importance of word clustering is in parts of speech (POS) tagging, word sense disambiguation, text classification, recommender system, spell checker, grammar checker, knowledge discover and for many others Natural Language Processing (NLP) applications. In the history of word clustering, English and some other languages have already implemented some methods on word clustering efficiently. But due to lack of the resources, word clustering in Bangla has not been still implemented efficiently. Presently, its implementation is in the beginning stage. In some research of word clustering in English based on preceding and next five words of a key word they found an efficient result. Now, we are trying to implement the tri-gram, 4-gram and 5-gram model of word clustering for Bangla to observe which one is the best among them. We have started our research with quite a large corpus of approximate 1 lakh Bangla words. We are using a machine learning technique in this research. We will generate word clusters and analyze the clusters by testing some different threshold values.
Filter by Year
Filter by Author
P. D. Gujrati (8)
Manish Shrivastava (7)
Partha Pratim Roy (5)
Umapada Pal (5)
Ayan Kumar Bhunia (4)
Iti Mathur (4)
Manish Shrivastava (7)
Partha Pratim Roy (5)
Umapada Pal (5)
Ayan Kumar Bhunia (4)
Iti Mathur (4)
Nisheeth Joshi (4)
C.V. Jawahar (4)
Sahil Swami (3)
Dipak Kumar Basu (3)
Nibaran Das (3)
Dipak kumar Basu (3)
Akash Mohta (3)
Kamal Sarkar (3)
Ankush Khandelwal (3)
Pushpak Bhattacharyya (3)
Subhadip Basu (3)
Mita Nasipuri (3)
Mahantapas Kundu (3)
Ram Sarkar (3)
Richa Sharma (2)
Prakash B. Pimpale (2)
Sabir Ismail (2)
Nurendra Choudhary (2)
Shweta Nigam (2)
Bidisha Samanta (2)
MD. Saiful Islam (2)
Raj Nath Patel (2)
B.B. Chaudhuri (2)
Mohd Zeeshan Ansari (2)
Syed Sarfaraz Akhtar (2)
Md. Saiful Islam (2)
Rajat Singh (2)
U. Pal (2)
Rekha Jain (2)
P.J. Narayanan (1)
Dipti Mishra Sharma (1)
Devendra Sachan (1)
A. K. A. Azad (1)
Minhaz Uddin Ahmed (1)
P. P. Aung (1)
Vasudeva Varma (1)
Pramod Pandey (1)
Shashi Pal Singh (1)
S.S. Ravi Kiran (1)
Dipaloke Saha (1)
M. Kameswara Rao (1)
Deepti Chopra (1)
Ching Y. Suen (1)
Pawan Goyal (1)
M Rema (1)
Md. Nawab Yousuf Ali (1)
John Everatt (1)
Atul Kr. Ojha (1)
Tasmin Afroz (1)
Srikanth Ronanki (1)
Kaustubh Bhattacharyya (1)
Rajmohan Pardeshi (1)
Lukáš Neumann (1)
Sakshi Gupta (1)
Manju Manuel (1)
Preethi Jyothi (1)
Shrey Dutta (1)
Uma Shanker Tiwary (1)
S. Madhvanath (1)
Md. Shopon (1)
Shantipriya Parida (1)
M.N.S.S.K. Pavan Kumar (1)
Rohit Mishra (1)
Srikanth Doddamani (1)
Neeraj Battan (1)
Md Zahangir Alom (1)
Ashis Kumar Mandal (1)
Suman Banerjee (1)
S. Sphoorthy Reddy (1)
Anirudh Dahiya (1)
Akanksha Gehlot (1)
Sufal Das (1)
Somnath Roy (1)
Md Saddam Hossain (1)
Raveena R Kumar (1)
Nitish Joshi (1)
Sagar S. Rane (1)
Rajasree M S (1)
Bajibabu Bollepalli (1)
Mohit Jain (1)
Irina Temnikova (1)
K. C. Santosh (1)
Shaikh Muhammad Allayear (1)
T.S. Naveen (1)
Vivek Kr Verma (1)
Priya Rani (1)
Aditya Joshi (1)
ARUN K. PUJARI (1)
Peheding Sidike (1)
Girish Nath Jha (1)
Jiří Matas (1)
Ajai Kumar (1)
Kamlesh Sharma (1)
Md. Fahad Hasan (1)
Jahid Hassan (1)
Deepak Gupta (1)
Suranjit SinhaUmapada PalB. B. Chaudhuri (1)
Mallikarjun Hangarge (1)
Nicola Nobile (1)
M.B. SUKHASWAMI (1)
Rohit Sinha (1)
A. Hassan (1)
Rezwana Sharmeen (1)
Niloy Ganguly (1)
Nadir Durrani (1)
Osama Alsaad (1)
Siva Reddy (1)
Utpal Sharma (1)
Purnendu Banerjee (1)
P. SEETHARAMULU (1)
G Manoj Kumar (1)
Satya Ranjan Dash (1)
Bidyut B. Chaudhuri (1)
Ishita Bindlish (1)
Kandarpa Kumar Sarma (1)
Preslav Nakov (1)
Jasabanta Patro (1)
Stephan Vogel (1)
Bharath A (1)
Prithwish Mukherjee (1)
Rikta Sen (1)
Md. Hanif Seddiqui (1)
M. R. Amin (1)
Abdul Rahiman M (1)
Soumen Chakrabarti (1)
Nayan Jyoti Kalita (1)
Simon King (1)
Abdul Hannan (1)
Shahjalal Ahmed (1)
Mimisha Nesan (1)
Kalyanee Kanchan Baruah (1)
Shamim Ripon (1)
Pranjal Das (1)
Comma seperated list of Authors (1)
Sanjay Saha (1)
Sree Harsha Ramesh (1)
M S Rajasree (1)
Tanvir Ahmad (1)
Bradley P. Lambeth Jr (1)
Tushar Patnaik (1)
M Abdul Rahiman (1)
Arijit Mukherjee (1)
T. V. Prasad (1)
Siddhartha Arora (1)
Chun Lei He (1)
Syed S. Akhtar (1)
S. Padmavathi (1)
Ameya Prabhu (1)
Shabbir Ahmad (1)
Mahmudul Hasan (1)
Asif Ekbal (1)
Mirzanur Rahman (1)
Sushma Yalamanchili (1)
Sreelekha S (1)
Mitesh M. Khapra (1)
Arnav Sharma (1)
Md. Ataur Rahman (1)
R SaidasS. (1)
Vishwajeet Kumar (1)
Shrikant Malviya (1)
Saurabh Singh (1)
N Masha (1)
Souvik Bhowmick (1)
Amba P. Kulkarni (1)
Nitigya Sambyal (1)
Md. Rafiqul Islam (1)
Dipti M. Sharma (1)
Ondřej Bojar (1)
Shruti Tyagi (1)
Juhi Ameta (1)
Vinay Singh (1)
Monojit Choudhury (1)
Piyush Bansal (1)
Bilkis Jamal Ferdosi (1)
Nikita Moghe (1)
Ahmad Musleh (1)
Abhipsa Basu (1)
Vineet Chaitanya (1)
Pawanesh Abrol (1)
Amir Sadeghi (1)
Sudeshna Sarkar (1)
Manojna K. S. S (1)
Paheli Bhattacharya (1)
Prasenjit Majumder (1)
Tark M. Taha (1)
S. V. A. V. Prasad (1)
R Meenakshi (1)
Andrea Corsi (1)
Arpita Das (1)
Vijayan K. Asari (1)
N. Mohammed (1)
Evan Askanazi (1)
Rajeev Sangal (1)
Ganesh Ramakrishnan (1)
Shubham Tripathi (1)
Minesh Mathew (1)
Raveesh Motlani (1)
Vaishali Sharma (1)
Md. Abul Kalam Azad (1)
Manish Srivastava (1)
Shikha Kabra (1)
Shikhar Kr. Sarma (1)
Ritika Agarwal (1)
S. M. Kamruzzaman (1)
Baharul Islam (1)
M Sasikumar (1)
U. Pal ; B.B. Chaudhuri (1)
Sreelekha. S (1)
Avirup Bhattacharyya (1)
Md Arshad Ali (1)
Malik Waqas Sagheer (1)
Madan Gopal Jhanwar (1)
Radhika Mamidi (1)
D. Meenakshy (1)
Lubna Khan (1)
Sandip Modha (1)
N.V. Neeba (1)
Akshar Bharati (1)
Ankit Kumar (1)
Ganji Sreeram (1)
Anoop Namboodiri (1)
Animesh Mukherjee (1)
More
C.V. Jawahar (4)
Sahil Swami (3)
Dipak Kumar Basu (3)
Nibaran Das (3)
Dipak kumar Basu (3)
Akash Mohta (3)
Kamal Sarkar (3)
Ankush Khandelwal (3)
Pushpak Bhattacharyya (3)
Subhadip Basu (3)
Mita Nasipuri (3)
Mahantapas Kundu (3)
Ram Sarkar (3)
Richa Sharma (2)
Prakash B. Pimpale (2)
Sabir Ismail (2)
Nurendra Choudhary (2)
Shweta Nigam (2)
Bidisha Samanta (2)
MD. Saiful Islam (2)
Raj Nath Patel (2)
B.B. Chaudhuri (2)
Mohd Zeeshan Ansari (2)
Syed Sarfaraz Akhtar (2)
Md. Saiful Islam (2)
Rajat Singh (2)
U. Pal (2)
Rekha Jain (2)
P.J. Narayanan (1)
Dipti Mishra Sharma (1)
Devendra Sachan (1)
A. K. A. Azad (1)
Minhaz Uddin Ahmed (1)
P. P. Aung (1)
Vasudeva Varma (1)
Pramod Pandey (1)
Shashi Pal Singh (1)
S.S. Ravi Kiran (1)
Dipaloke Saha (1)
M. Kameswara Rao (1)
Deepti Chopra (1)
Ching Y. Suen (1)
Pawan Goyal (1)
M Rema (1)
Md. Nawab Yousuf Ali (1)
John Everatt (1)
Atul Kr. Ojha (1)
Tasmin Afroz (1)
Srikanth Ronanki (1)
Kaustubh Bhattacharyya (1)
Rajmohan Pardeshi (1)
Lukáš Neumann (1)
Sakshi Gupta (1)
Manju Manuel (1)
Preethi Jyothi (1)
Shrey Dutta (1)
Uma Shanker Tiwary (1)
S. Madhvanath (1)
Md. Shopon (1)
Shantipriya Parida (1)
M.N.S.S.K. Pavan Kumar (1)
Rohit Mishra (1)
Srikanth Doddamani (1)
Neeraj Battan (1)
Md Zahangir Alom (1)
Ashis Kumar Mandal (1)
Suman Banerjee (1)
S. Sphoorthy Reddy (1)
Anirudh Dahiya (1)
Akanksha Gehlot (1)
Sufal Das (1)
Somnath Roy (1)
Md Saddam Hossain (1)
Raveena R Kumar (1)
Nitish Joshi (1)
Sagar S. Rane (1)
Rajasree M S (1)
Bajibabu Bollepalli (1)
Mohit Jain (1)
Irina Temnikova (1)
K. C. Santosh (1)
Shaikh Muhammad Allayear (1)
T.S. Naveen (1)
Vivek Kr Verma (1)
Priya Rani (1)
Aditya Joshi (1)
ARUN K. PUJARI (1)
Peheding Sidike (1)
Girish Nath Jha (1)
Jiří Matas (1)
Ajai Kumar (1)
Kamlesh Sharma (1)
Md. Fahad Hasan (1)
Jahid Hassan (1)
Deepak Gupta (1)
Suranjit SinhaUmapada PalB. B. Chaudhuri (1)
Mallikarjun Hangarge (1)
Nicola Nobile (1)
M.B. SUKHASWAMI (1)
Rohit Sinha (1)
A. Hassan (1)
Rezwana Sharmeen (1)
Niloy Ganguly (1)
Nadir Durrani (1)
Osama Alsaad (1)
Siva Reddy (1)
Utpal Sharma (1)
Purnendu Banerjee (1)
P. SEETHARAMULU (1)
G Manoj Kumar (1)
Satya Ranjan Dash (1)
Bidyut B. Chaudhuri (1)
Ishita Bindlish (1)
Kandarpa Kumar Sarma (1)
Preslav Nakov (1)
Jasabanta Patro (1)
Stephan Vogel (1)
Bharath A (1)
Prithwish Mukherjee (1)
Rikta Sen (1)
Md. Hanif Seddiqui (1)
M. R. Amin (1)
Abdul Rahiman M (1)
Soumen Chakrabarti (1)
Nayan Jyoti Kalita (1)
Simon King (1)
Abdul Hannan (1)
Shahjalal Ahmed (1)
Mimisha Nesan (1)
Kalyanee Kanchan Baruah (1)
Shamim Ripon (1)
Pranjal Das (1)
Comma seperated list of Authors (1)
Sanjay Saha (1)
Sree Harsha Ramesh (1)
M S Rajasree (1)
Tanvir Ahmad (1)
Bradley P. Lambeth Jr (1)
Tushar Patnaik (1)
M Abdul Rahiman (1)
Arijit Mukherjee (1)
T. V. Prasad (1)
Siddhartha Arora (1)
Chun Lei He (1)
Syed S. Akhtar (1)
S. Padmavathi (1)
Ameya Prabhu (1)
Shabbir Ahmad (1)
Mahmudul Hasan (1)
Asif Ekbal (1)
Mirzanur Rahman (1)
Sushma Yalamanchili (1)
Sreelekha S (1)
Mitesh M. Khapra (1)
Arnav Sharma (1)
Md. Ataur Rahman (1)
R SaidasS. (1)
Vishwajeet Kumar (1)
Shrikant Malviya (1)
Saurabh Singh (1)
N Masha (1)
Souvik Bhowmick (1)
Amba P. Kulkarni (1)
Nitigya Sambyal (1)
Md. Rafiqul Islam (1)
Dipti M. Sharma (1)
Ondřej Bojar (1)
Shruti Tyagi (1)
Juhi Ameta (1)
Vinay Singh (1)
Monojit Choudhury (1)
Piyush Bansal (1)
Bilkis Jamal Ferdosi (1)
Nikita Moghe (1)
Ahmad Musleh (1)
Abhipsa Basu (1)
Vineet Chaitanya (1)
Pawanesh Abrol (1)
Amir Sadeghi (1)
Sudeshna Sarkar (1)
Manojna K. S. S (1)
Paheli Bhattacharya (1)
Prasenjit Majumder (1)
Tark M. Taha (1)
S. V. A. V. Prasad (1)
R Meenakshi (1)
Andrea Corsi (1)
Arpita Das (1)
Vijayan K. Asari (1)
N. Mohammed (1)
Evan Askanazi (1)
Rajeev Sangal (1)
Ganesh Ramakrishnan (1)
Shubham Tripathi (1)
Minesh Mathew (1)
Raveesh Motlani (1)
Vaishali Sharma (1)
Md. Abul Kalam Azad (1)
Manish Srivastava (1)
Shikha Kabra (1)
Shikhar Kr. Sarma (1)
Ritika Agarwal (1)
S. M. Kamruzzaman (1)
Baharul Islam (1)
M Sasikumar (1)
U. Pal ; B.B. Chaudhuri (1)
Sreelekha. S (1)
Avirup Bhattacharyya (1)
Md Arshad Ali (1)
Malik Waqas Sagheer (1)
Madan Gopal Jhanwar (1)
Radhika Mamidi (1)
D. Meenakshy (1)
Lubna Khan (1)
Sandip Modha (1)
N.V. Neeba (1)
Akshar Bharati (1)
Ankit Kumar (1)
Ganji Sreeram (1)
Anoop Namboodiri (1)
Animesh Mukherjee (1)