Papers with Longformer model
‘Am I the Bad One’? Predicting the Moral Judgement of the Crowd Using Pre–trained Language Models (2022.lrec-1)
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| Challenge: | Existing studies on NLP touch upon moral contexts in text. |
| Approach: | They construct a dataset that can be used for moral judgement tasks on a popular reddit subreddit. |
| Outcome: | The proposed model passes moral judgements on posts from a popular reddit subreddit . it shows that the model can be fine tuned and improves across the datasets . |
AnaDE1.0: A Novel Data Set for Benchmarking Analogy Detection and Extraction (2024.eacl-long)
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| Challenge: | Textual analogies that make comparisons between two concepts are often used for explaining complex ideas, creative writing, and scientific discovery. |
| Approach: | They propose a task that includes three synergistic tasks: detecting documents containing analogies, extracting text segments that make up the analogy, and identifying the (source and target) concepts being compared. |
| Outcome: | The proposed task performs well on all sub-tasks and smaller models perform better than non-finetuned ChatGPT, suggesting high task difficulty. |