推理流程就很好理解了,给定table T跟问题Q,table highlighter会找出T中跟Q相关联的数据索引位置,即evidence,然后将其对应行的数据打上对应标记,获得新的表格T*,再让table summarizer生成对应的回复。 4 实验结果 a) 从文中实验结果看,HeLM这种两阶段的训练方法在table-to-text 取得明显收益,面对其他finetuning的方...
关于表格的文本生成:Table-to-Text 微软的WIKITABLETEXT 我研究了3个例子:北京大学的wiki2bio、谷歌的ToTTo、微软的WIKITABLETEXT 北京大学的wiki2bio Liu, T., Wang, K., Sha, L., Chang, B., & Sui, Z. (2018). Table-to-text generation by structure-aware seq2seq learning. 32nd AAAI Conferenc...
在“ ToTTo: A Controlled Table-To-Text Generation Dataset ”中,我们展示了一个开放域表到文本生成数据集,该数据集使用一种新颖的注释过程(通过句子修订)以及一个受控文本生成任务来创建,该任务可用于评估模型幻觉。ToTTo(“Table-To-Text”的简写)包含 121,000 个训练示例,以及每个用于开发和测试的 7,500 个...
必应词典为您提供convert-table-to-text的释义,网络释义: 把表格转换为文本;将表格转换成文本;
2018. Table-to-text Generation by Structure-aware Seq2seq Learning. In Associ- ation for the Advancement of Artificial Intelligence (AAAI).Liu et al. 2018] Liu, T.; Wang, K.; Sha, L.; Chang, B.; and Sui, Z. 2018. Table-to-text generation by structure-aware seq2seq learning....
Large Language Models are Effective Table-to-Text Generators, Evaluators, and Feedback Providers Large language models (LLMs) have shown remarkable ability on controllable text generation. However, the potential of LLMs in generating text from structur... Y Zhao,H Zhang,S Si,... - 《Arxiv》...
Diffusion models have demonstrated significant potential in achieving state-of-the-art performance across various text generation tasks. In this systematic study, we investigate their application to the table-to-text problem by adapting the diffusion model to the task and conducting an in-depth analysi...
(i.e., PCG), for few-shot table-to-text generation. We prepend a task-specific prefix for a PLM to make the table structure better fit the pre-trained input. In addition, we generate an input-specific prefix to control the factual contents and word order of the generated text. Both ...
Generating fluent, coherent, and informative text from structured data is called table-to-text generation. Copying words from the table is a common method to solve the “out-of-vocabulary” problem, but it’s difficult to achieve accurate copying. In order to overcome this problem, we invent ...
convert table to text 英 [kənˈvɜːt ˈteɪbl tu tekst] 美 [kənˈvɜːrt ˈteɪbl tu tekst]网络 把表格转换为文本