- ๐ Hi, Iโm Ashutosh Kumar (@ashutoshml).
- ๐ Iโm interested in NLP (primarily: Natural Language Generation), and Machine learning
- ๐ฑ Iโm currently learning about applications of Paraphrasing models, and shortcomings of current NLG models.
- ๐๏ธ Iโm looking to collaborate on data-augmentation strategies, NLG, NLG evaluation, NLP model reliability. If you have some interesting problems in these areas, and believe I would be able to contribute in solving the problem, do reach out to me.
- ๐ซ How to reach me: [email protected]
PhD Candidate @ Indian Institute of Science, Bangalore.
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malllabiisc/DiPS
malllabiisc/DiPS PublicNAACL 2019: Submodular optimization-based diverse paraphrasing and its effectiveness in data augmentation
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malllabiisc/SGCP
malllabiisc/SGCP PublicTACL 2020: Syntax-Guided Controlled Generation of Paraphrases
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alleviating-inconsistency
alleviating-inconsistency PublicACL 2022 (Findings): Striking a Balance: Alleviating Inconsistency in Pre-trained Models for Symmetric Classification Tasks
Python 3
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GEM-benchmark/NL-Augmenter
GEM-benchmark/NL-Augmenter PublicNL-Augmenter ๐ฆ โ ๐ A Collaborative Repository of Natural Language Transformations
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Lightning-AI/torchmetrics
Lightning-AI/torchmetrics PublicMachine learning metrics for distributed, scalable PyTorch applications.
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