Sachin Kumar
Sachin Kumar
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Von mises-fisher loss for training sequence to sequence models with continuous outputs
S Kumar, Y Tsvetkov
arXiv preprint arXiv:1812.04616, 2018
Earth Mover's Distance Pooling over Siamese LSTMs for Automatic Short Answer Grading.
S Kumar, S Chakrabarti, S Roy
IJCAI, 2046-2052, 2017
Topics to avoid: Demoting latent confounds in text classification
S Kumar, S Wintner, NA Smith, Y Tsvetkov
arXiv preprint arXiv:1909.00453, 2019
Controlled text generation as continuous optimization with multiple constraints
S Kumar, E Malmi, A Severyn, Y Tsvetkov
Advances in Neural Information Processing Systems 34, 14542-14554, 2021
Machine translation into low-resource language varieties
S Kumar, A Anastasopoulos, S Wintner, Y Tsvetkov
arXiv preprint arXiv:2106.06797, 2021
Neural abstractive summarization with structural attention
T Chowdhury, S Kumar, T Chakraborty
arXiv preprint arXiv:2004.09739, 2020
End-to-end differentiable GANs for text generation
S Kumar, Y Tsvetkov
PMLR, 2020
Gradient-Based Constrained Sampling from Language Models
S Kumar, B Paria, Y Tsvetkov
arXiv preprint arXiv:2205.12558, 2022
A deep reinforced model for zero-shot cross-lingual summarization with bilingual semantic similarity rewards
ZY Dou, S Kumar, Y Tsvetkov
arXiv preprint arXiv:2006.15454, 2020
A margin-based loss with synthetic negative samples for continuous-output machine translation
G Bhat, S Kumar, Y Tsvetkov
Proceedings of the 3rd Workshop on Neural Generation and Translation, 199-205, 2019
Ssd-lm: Semi-autoregressive simplex-based diffusion language model for text generation and modular control
X Han, S Kumar, Y Tsvetkov
arXiv preprint arXiv:2210.17432, 2022
Accepted Tutorials at The Web Conference 2022
R Tommasini, S Basu Roy, X Wang, H Wang, H Ji, J Han, P Nakov, ...
Companion Proceedings of the Web Conference 2022, 391-399, 2022
Mining & summarizing e-petitions for enhanced understanding of public opinion
S Mundra, S Kumar, M Sinha, S Mannarswamy
Proceedings of the 27th ACM International Conference on Information and …, 2018
On the Blind Spots of Model-Based Evaluation Metrics for Text Generation
T He, J Zhang, T Wang, S Kumar, K Cho, J Glass, Y Tsvetkov
arXiv preprint arXiv:2212.10020, 2022
Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation
M Sclar, P West, S Kumar, Y Tsvetkov, Y Choi
arXiv preprint arXiv:2210.13800, 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey
S Kumar, V Balachandran, L Njoo, A Anastasopoulos, Y Tsvetkov
arXiv preprint arXiv:2210.07700, 2022
Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs
M Jegadeesan, S Kumar, J Wieting, Y Tsvetkov
arXiv preprint arXiv:2110.13231, 2021
An Exploration of Data Augmentation Techniques for Improving English to Tigrinya Translation
L Kidane, S Kumar, Y Tsvetkov
arXiv preprint arXiv:2103.16789, 2021
Sequence generation using neural networks with continuous outputs
S Kumar, Y Tsvetkov
US Patent 10,691,901, 2020
Decisions under drift: Adapting binary decision thresholds to drifts in test distribution
S Kumar, VC Raykar, P Agrawal
Proceedings of the 6th IBM Collaborative Academia Research Exchange …, 2014
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