Poll Generation 벤치마크
Poll Generation on WeiboPolls
ROUGE-1
- 2019-10-23 — T5: ROUGE-1 45.33
- 2023-06-12 — UniPoll: ROUGE-1 47.92
| Rank | Model | ROUGE-1 | ROUGE-L | BLEU-1 | BLEU-3 | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|
| 1 | UniPoll | 47.92 | 45.02 | 39.96 | 22.78 | UniPoll: A Unified Social Media Poll Generation Framework via Multi-Objective Optimization | X1AOX1A/UniPoll | 2023 |
| 2 | T5 | 45.33 | 42.69 | 37.34 | 21.06 | Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer | huggingface/transformers · PaddlePaddle/PaddleNLP · google-research/text-to-text-transfer-transformer · +54 | 2019 |
| 3 | Dual Dec | 34.98 | 32.84 | 29.41 | 8.84 | Engage the Public: Poll Question Generation for Social Media Posts | polyusmart/poll-question-generation | 2021 |