Papers by Nikita Salkar
Self-Repetition in Abstractive Neural Summarizers (2022.aacl-short)
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| Challenge: | a quantitative and qualitative analysis of self-repetition in neural summarization systems is needed to improve training. |
| Approach: | They propose a quantitative and qualitative analysis of self-repetition in neural summarization systems . they analyze the behavior of three popular architectures fine-tuned on five datasets . |
| Outcome: | The proposed model produces formulaic repetition in summaries, but not in summarization tasks. |