Fetching the paper…
Reading the bibliography…
Fact-checking research has extensively explored verification but less so the generation of natural-language explanations, crucial for user trust.
Explainable fact checking with probabilistic answer set programming
Naser Ahmadi, Joohyung Lee, Paolo Papotti, and Mohammed Saeed. 2019 · 1906
Earlier work this paper cites.
A coefficient of agreement for nominal scales
Jacob Cohen. 1960 · 1960
Earlier work this paper cites.
Exfakt: A framework for explaining facts over knowledge graphs and text
Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, and Gerhard Weikum. 2019 · 2019
Earlier work this paper cites.
defend: Explainable fake news detection
Kai Shu, Limeng Cui, Suhang Wang, Dongwon Lee, and Huan Liu. 2019 · 2019
Earlier work this paper cites.
Generating fact checking explanations
Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, and Isabelle Augenstein. 2020 · 2020
Earlier work this paper cites.
Explainable automated fact-checking for public health claims
Neema Kotonya and Francesca Toni. 2020 · 2020
Earlier work this paper cites.
GCAN: Graph-aware co-attention networks for explainable fake news detection on social media
Yi-Ju Lu and Cheng-Te Li. 2020 · 2020
Cited alongside, same era.
Annotating and modeling fine-grained factuality in summarization
Tanya Goyal and Greg Durrett. 2021 · 2021
Cited alongside, same era.
Multi-hop fact checking of political claims
Wojciech Ostrowski, Arnav Arora, Pepa Atanasova, and Isabelle Augenstein. 2021 · 2021
Cited alongside, same era.
A survey on automated fact-checking
Zhijiang Guo, Michael Schlichtkrull, and Andreas Vlachos. 2022 · 2022
Cited alongside, same era.
Improving factuality and reasoning in language models through multiagent debate
Yilun Du, Shuang Li, Antonio Torralba, Joshua B Tenenbaum, and Igor Mordatch. 2023 · 2023
G-eval: NLG evaluation using gpt-4 with better human alignment
Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, and Chenguang Zhu. 2023 · 2023
Later among the works it cites.
Self-refine: Iterative refinement with self-feedback
Aman Madaan, Niket Tandon, Prakhar Gupta, Skyler Hallinan, Luyu Gao, Sarah Wiegreffe, Uri Alon, Nouha Dziri, Shrimai Prabhumoye, Yiming Yang, Sean Welleck, Bodhisattwa Prasad Majumder, Shashank Gupta, Amir Yazdanbakhsh, and Peter Clark. 2023 · 2023
Later among the works it cites.
Smartbook: Ai-assisted situation report generation
Revanth Gangi Reddy, Yi R Fung, Qi Zeng, Manling Li, Ziqi Wang, Paul Sullivan, et al. 2023 · 2023
Later among the works it cites.
Benchmarking the generation of fact checking explanations
Daniel Russo, Serra Sinem Tekiroğlu, and Marco Guerini. 2023 · 2023
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Zero-shot faithful factual error correction
Kung-Hsiang Huang, Hou Pong Chan, and Heng Ji. 2023a
Cited in the paper.
Kung-Hsiang Huang, Philippe Laban, Alexander R Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, and Chien-Sheng Wu. 2023b
Cited in the paper.
Do lvlms understand charts? analyzing and correcting factual errors in chart captioning
Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi R Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang, and Heng Ji. 2023c
Cited in the paper.
Chatgpt
OpenAI. 2023a
Cited in the paper.
Gpt-4 turbo
OpenAI. 2023b
Cited in the paper.
Gpt-4v(ision) system card
OpenAI. 2023c
Cited in the paper.
Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, and Heng Ji. 2023 · 2023
Later among the works it cites.