Lack of proper linguistic resources is the major challenges faced by the Machine Translation system developments when dealing with the resource poor languages. In this paper, we describe effective ways to utilize the lexical resources to improve the quality of statistical machine translation. Our research on the usage of lexical resources mainly focused on two ways, such as; augmenting the parallel corpus with more vocabulary and to provide various word forms. We have augmented the training corpus with various lexical resources such as lexical words, function words, kridanta pairs and verb phrases. We have described the case studies, evaluations and detailed error analysis for both Marathi to Hindi and Hindi to Marathi machine translation systems. From the evaluations we observed that, there is an incremental growth in the quality of machine translation as the usage of various lexical resources increases. Moreover, usage of various lexical resources helps to improve the coverage and quality of machine translation where limited parallel corpus is available.
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)