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2020 – today
- 2024
[c15]Rachit Bansal, Bidisha Samanta, Siddharth Dalmia, Nitish Gupta, Sriram Ganapathy, Abhishek Bapna, Prateek Jain, Partha Talukdar:
LLM Augmented LLMs: Expanding Capabilities through Composition. ICLR 2024- [i12]Rachit Bansal, Bidisha Samanta, Siddharth Dalmia, Nitish Gupta, Shikhar Vashishth, Sriram Ganapathy, Abhishek Bapna, Prateek Jain, Partha Talukdar:
LLM Augmented LLMs: Expanding Capabilities through Composition. CoRR abs/2401.02412 (2024) - 2023
- [j2]Arijit Nag
, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti:
Transfer Learning for Low-Resource Multilingual Relation Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(2): 50:1-50:24 (2023) - [c14]Kishalay Das, Bidisha Samanta, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly:
CrysGNN: Distilling Pre-trained Knowledge to Enhance Property Prediction for Crystalline Materials. AAAI 2023: 7323-7331 - [c13]Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti:
Entropy-guided Vocabulary Augmentation of Multilingual Language Models for Low-resource Tasks. ACL (Findings) 2023: 8619-8629 - [c12]Abhijeet Awasthi, Nitish Gupta, Bidisha Samanta, Shachi Dave, Sunita Sarawagi, Partha Talukdar:
Bootstrapping Multilingual Semantic Parsers using Large Language Models. EACL 2023: 2447-2459 - [c11]Sebastian Ruder, Jonathan H. Clark, Alexander Gutkin, Mihir Kale, Min Ma, Massimo Nicosia, Shruti Rijhwani, Parker Riley, Jean Michel A. Sarr, Xinyi Wang, John Wieting, Nitish Gupta, Anna Katanova, Christo Kirov, Dana L. Dickinson, Brian Roark, Bidisha Samanta, Connie Tao, David Ifeoluwa Adelani, Vera Axelrod, Isaac Caswell, Colin Cherry, Dan Garrette, R. Reeve Ingle, Melvin Johnson, Dmitry Panteleev, Partha Talukdar:
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages. EMNLP (Findings) 2023: 1856-1884 - [i11]Kishalay Das, Bidisha Samanta, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly:
CrysGNN : Distilling pre-trained knowledge to enhance property prediction for crystalline materials. CoRR abs/2301.05852 (2023) - [i10]Sebastian Ruder, Jonathan H. Clark, Alexander Gutkin, Mihir Kale, Min Ma, Massimo Nicosia, Shruti Rijhwani, Parker Riley, Jean Michel A. Sarr, Xinyi Wang, John Wieting, Nitish Gupta, Anna Katanova, Christo Kirov, Dana L. Dickinson, Brian Roark, Bidisha Samanta, Connie Tao, David Ifeoluwa Adelani, Vera Axelrod, Isaac Caswell, Colin Cherry, Dan Garrette, R. Reeve Ingle, Melvin Johnson, Dmitry Panteleev, Partha Talukdar:
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages. CoRR abs/2305.11938 (2023) - 2022
- [c10]Kalpesh Krishna, Deepak Nathani, Xavier Garcia, Bidisha Samanta, Partha Talukdar:
Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings. ACL (1) 2022: 7439-7468 - [i9]Abhijeet Awasthi, Nitish Gupta, Bidisha Samanta, Shachi Dave, Sunita Sarawagi, Partha P. Talukdar:
Bootstrapping Multilingual Semantic Parsers using Large Language Models. CoRR abs/2210.07313 (2022) - 2021
- [c9]Bidisha Samanta, Mohit Agrawal, Niloy Ganguly:
A Hierarchical VAE for Calibrating Attributes while Generating Text using Normalizing Flow. ACL/IJCNLP (1) 2021: 2405-2415 - [c8]Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti:
A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification. CoNLL 2021: 575-587 - [i8]Kalpesh Krishna, Deepak Nathani, Xavier Garcia, Bidisha Samanta, Partha Talukdar:
Few-shot Controllable Style Transfer for Low-Resource Settings: A Study in Indian Languages. CoRR abs/2110.07385 (2021) - [i7]Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti:
A Data Bootstrapping Recipe for Low Resource Multilingual Relation Classification. CoRR abs/2110.09570 (2021) - 2020
- [j1]Bidisha Samanta, Abir De, Gourhari Jana, Vicenç Gómez, Pratim Kumar Chattaraj, Niloy Ganguly, Manuel Gomez-Rodriguez:
NEVAE: A Deep Generative Model for Molecular Graphs. J. Mach. Learn. Res. 21: 114:1-114:33 (2020) - [i6]Bidisha Samanta, Mohit Agarwal, Niloy Ganguly:
Fine-grained Sentiment Controlled Text Generation. CoRR abs/2006.09891 (2020)
2010 – 2019
- 2019
- [c7]Bidisha Samanta, Abir De, Gourhari Jana, Pratim Kumar Chattaraj, Niloy Ganguly, Manuel Gomez Rodriguez:
NeVAE: A Deep Generative Model for Molecular Graphs. AAAI 2019: 1110-1117 - [c6]Bidisha Samanta, Niloy Ganguly, Soumen Chakrabarti:
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text. ACL (1) 2019: 3528-3537 - [c5]Bidisha Samanta, Sharmila Reddy, Hussain Jagirdar, Niloy Ganguly, Soumen Chakrabarti:
A Deep Generative Model for Code Switched Text. IJCAI 2019: 5175-5181 - [i5]Bidisha Samanta, Niloy Ganguly, Soumen Chakrabarti:
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text. CoRR abs/1906.05725 (2019) - [i4]Bidisha Samanta, Sharmila Reddy, Hussain Jagirdar, Niloy Ganguly, Soumen Chakrabarti:
A Deep Generative Model for Code-Switched Text. CoRR abs/1906.08972 (2019) - 2018
- [c4]Avirup Saha, Bidisha Samanta, Niloy Ganguly, Abir De:
CRPP: Competing Recurrent Point Process for Modeling Visibility Dynamics in Information Diffusion. CIKM 2018: 537-546 - [i3]Bidisha Samanta, Abir De, Niloy Ganguly, Manuel Gomez-Rodriguez:
Designing Random Graph Models Using Variational Autoencoders With Applications to Chemical Design. CoRR abs/1802.05283 (2018) - 2017
- [c3]Jasabanta Patro, Bidisha Samanta, Saurabh Singh, Abhipsa Basu, Prithwish Mukherjee, Monojit Choudhury, Animesh Mukherjee:
All that is English may be Hindi: Enhancing language identification through automatic ranking of the likeliness of word borrowing in social media. EMNLP 2017: 2264-2274 - [c2]Bidisha Samanta, Abir De, Abhijnan Chakraborty, Niloy Ganguly:
LMPP: A Large Margin Point Process Combining Reinforcement and Competition for Modeling Hashtag Popularity. IJCAI 2017: 2679-2685 - [c1]Bidisha Samanta, Abir De, Niloy Ganguly:
STRM: A sister tweet reinforcement process for modeling hashtag popularity. INFOCOM 2017: 1-9 - [i2]Jasabanta Patro, Bidisha Samanta, Saurabh Singh, Prithwish Mukherjee, Monojit Choudhury, Animesh Mukherjee:
Is this word borrowed? An automatic approach to quantify the likeliness of borrowing in social media. CoRR abs/1703.05122 (2017) - [i1]Jasabanta Patro, Bidisha Samanta, Saurabh Singh, Abhipsa Basu, Prithwish Mukherjee, Monojit Choudhury, Animesh Mukherjee:
All that is English may be Hindi: Enhancing language identification through automatic ranking of likeliness of word borrowing in social media. CoRR abs/1707.08446 (2017)
Coauthor Index
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