Papers by Jiban Adhikary
RevieWeaver: Weaving Together Review Insights by Leveraging LLMs and Semantic Similarity (2025.naacl-industry)
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| Challenge: | RevieWeaver extracts key product features and provides concise review summaries . a condensed list of key features, pros, and cons, along with a brief summary of customer opinions can help mitigate this issue. |
| Approach: | They propose a framework that extracts key product features and provides concise review summaries. |
| Outcome: | The proposed framework scales efficiently to 30 million reviews and ensures reproducibility and controllability. |
Accelerating Text Communication via Abbreviated Sentence Input (2021.acl-long)
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| Challenge: | Skipping spaces or other characters may be able to speed input and reduce a user’s physical input effort. |
| Approach: | They designed a neural language model to expand noisy abbreviated input where users often omit spaces and mid-word vowels. |
| Outcome: | The proposed recognizer can expand noisy abbreviated input even if a third of characters is omitted. |