论文标题

工作周是建立家庭的最佳时机 - 基于GPT-2的索赔生成的研究

The workweek is the best time to start a family -- A Study of GPT-2 Based Claim Generation

论文作者

Gretz, Shai, Bilu, Yonatan, Cohen-Karlik, Edo, Slonim, Noam

论文摘要

论点生成是一项具有挑战性的任务,其研究正及时考虑其对社交媒体的潜在影响和信息传播。在这里,我们建议使用基于GPT-2产生连贯主张的管道,并使用一系列手动和自动评估来探索其产生的主张类型及其真实性。此外,我们探讨了此任务与索赔检索任务之间的相互作用,展示了它们如何相互补充。

Argument generation is a challenging task whose research is timely considering its potential impact on social media and the dissemination of information. Here we suggest a pipeline based on GPT-2 for generating coherent claims, and explore the types of claims that it produces, and their veracity, using an array of manual and automatic assessments. In addition, we explore the interplay between this task and the task of Claim Retrieval, showing how they can complement one another.

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