Papers by Chanakya Malireddy
SCAR: Sentence Compression using Autoencoders for Reconstruction (2020.acl-srw)
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| Challenge: | Sentence compression is the task of shortening a sentence while retaining its meaning. |
| Approach: | They propose to use a supervised deep learning framework to shorten sentences while retaining their meaning by a compressor and reconstructor. |
| Outcome: | The proposed model achieves higher ROUGE scores on benchmark datasets than the existing state-of-the-art methods and baselines. |