TempoSum

LMS可以推广到未来的数据吗？关于文本摘要的经验分析

该存储库包含本文的数据，LMS可以推广到将来的数据吗？关于文本摘要的经验分析

 @inproceedings{temposum23,
    title="{Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization}",
    author = {Chi Seng Cheang and
                  Hou Pong Chan and
                  Derek F. Wong and
                  Xuebo Liu and
                  Zhaocong Li and
                  Yanming Sun and
                  Shudong Liu and
                  Lidia S. Chao},
    booktitle = "Proceedings of the Conference on Empirical Methods in Natural Language Processing ({EMNLP})",
    month = {December},
    year = "2023",
    publisher = "Association for Computational Linguistics",
    }

获取数据

从HuggingFace数据集库下载数据集

运行以下命令以从HuggingFace数据集库加载数据集。

 import datasets

# BBC in-distribution test set
dataset = datasets . load_dataset ( 'chiseng-cheang/TempoSum' , 'BBC_in-distribution' )

# BBC future test set
dataset = datasets . load_dataset ( 'chiseng-cheang/TempoSum' , 'BBC_future' )

# CNN in-distribution test set
dataset = datasets . load_dataset ( 'chiseng-cheang/TempoSum' , 'CNN_in-distribution' )

# CNN future test set
dataset = datasets . load_dataset ( 'chiseng-cheang/TempoSum' , 'CNN_future' )

手动下载

所有数据集也可在以下网址找到：https：//drive.google.com/drive/folders/1bdetfqoea8gd240h78pgxbo68e53ea9e？usp = sharing