Papers by Marcel Gohsen
Paraphrase Acquisition from Image Captions (2023.eacl-main)
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| Challenge: | Using image captions, we hypothesize that different captions for the same image naturally form a set of mutual paraphrases. |
| Approach: | They propose to use image captions as a previously underutilized resource for paraphrases . they analyze captions in the English Wikipedia to find common paraphrase similarities . |
| Outcome: | The proposed dataset compares known paraphrase corpora with their syntactic and semantic similarity to the existing dataset. |
Task-Oriented Paraphrase Analytics (2024.lrec-main)
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| Challenge: | Existing studies on paraphrasing have applied different criteria to the task . authors have previously unmasked related tasks as paraphrases . |
| Approach: | They propose a taxonomy to organize 25 identified paraphrasing tasks . authors propose to use classifiers to identify tasks that a given paraphrased instance fits . |
| Outcome: | The proposed taxonomy identifies 25 paraphrasing tasks that fit the proposed task. |