Papers by Violet Xiang
LitBench: A Benchmark and Dataset for Reliable Evaluation of Creative Writing (2026.eacl-long)
Copied to clipboard
| Challenge: | a single prompt can inspire countless valid stories, making objective verification impossible. |
| Approach: | They propose a large-scale benchmark for creative writing evaluation using a reddit corpus and a 2,480-pair test set. |
| Outcome: | The proposed model outperforms existing OTS judges and generative reward models in the evaluation of creative writing. |