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Laks V.S. Lakshmanan

2 accepted papers

2023

KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text Generation

IJCAI 2023poster

Self-training (ST) has come to fruition in language understanding tasks by producing pseudo labels, which reduces the labeling bottleneck of language model fine-tuning. Nevertheless, in facilitating semi-supervised controllable language generation, ST faces two key challenges. First, augmented by se…

2020

A High Precision Pipeline for Financial Knowledge Graph Construction

COLING 2020main

Motivated by applications such as question answering, fact checking, and data integration, there is significant interest in constructing knowledge graphs by extracting information from unstructured information sources, particularly text documents. Knowledge graphs have emerged as a standard for stru…

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