Papers by Muhammad Rifayat Samee
You Only Need Attention to Traverse Trees (P19-1)
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| Challenge: | Recent research has focused on sentence representations. |
| Approach: | They propose a tree-based model that captures phrase-level syntax and word-level dependencies by doing recursive traversal with attention. |
| Outcome: | a new model captures phrase-level syntax and word-level dependencies with attention. |
Multilingual Corpus Creation for Multilingual Semantic Similarity Task (2020.lrec-1)
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| Challenge: | Existing monolingual corpora are limited for semantic similarity tasks . a major factor affecting the success of deep neural networks is the availability of large and good quality corpors. |
| Approach: | They propose a semi-automated framework to create a multilingual corpus for a semantic similarity task. |
| Outcome: | The proposed framework can be applied to government, insurance, banking domains provided a bilingual website exists. |