mlsanityData to 7 Oct 2026

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

arXiv 2010.06185 ↗First posted 13 Oct 2020cs.CLcited by 15

Not on the map. Why?

Abstract (arXiv)

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.

Key facts. Cited by 15 papers in the map (data through 7 Oct 2026). First posted on arXiv 13 Oct 2020.

Builds on

No reference list yet.

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 3; 2022: 4; 2023: 3; 2024: 3; 2025: 0; 2026: 2.

15 papers.

Sort:

  1. 2022Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-Centric Summarizationcited by 26
  2. 2021Argument Undermining: Counter-Argument Generation by Attacking Weak Premisescited by 22
  3. 2022Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Surveycited by 21
  4. 2021Scientia Potentia Est -- On the Role of Knowledge in Computational Argumentationcited by 17
  5. 2021Generating Informative Conclusions for Argumentative Textscited by 14
  6. 2023Response-act Guided Reinforced Dialogue Generation for Mental Health Counselingcited by 9
  7. 2022Transformers Go for the LOLs: Generating (Humourous) Titles from Scientific Abstracts End-to-Endcited by 6
  8. 2024NLAS-multi: A Multilingual Corpus of Automatically Generated Natural Language Argumentation Schemescited by 5
  9. 2023Topic Ontologies for Argumentscited by 3
  10. 2023Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretrainingcited by 2
  11. 2024Prove Your Point!: Bringing Proof-Enhancement Principles to Argumentative Essay Generationcited by 1
  12. 2026ArgBench: Benchmarking LLMs on Computational Argumentation Taskscited by 1
3 more
  1. 2022Argumentative Text Generation in Economic Domaincited by 0
  2. 2024FinGen: A Dataset for Argument Generation in Financecited by 0
  3. 2026SAD: A Large-Scale Strategic Argumentative Dialogue Datasetcited by 0