FAKTA: An Automatic End-to-End Fact Checking System
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Abstract (arXiv)
We present FAKTA which is a unified framework that integrates various components of a fact checking process: document retrieval from media sources with various types of reliability, stance detection of documents with respect to given claims, evidence extraction, and linguistic analysis. FAKTA predicts the factuality of given claims and provides evidence at the document and sentence level to explain its predictions
Key facts. Cited by 13 papers in the map (data through 14 Oct 2026). First posted on arXiv 7 Jun 2019.
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Citing papers per year: 2021: 6; 2022: 4; 2023: 2; 2024: 1.
13 papers.
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- 2021A Survey on Stance Detection for Mis- and Disinformation Identificationcited by 75
- 2023Interpretable Unified Language Checkingcited by 26
- 2021Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalizationcited by 20
- 2021To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violencecited by 12
- 2022Justice in Misinformation Detection Systems: An Analysis of Algorithms, Stakeholders, and Potential Harmscited by 10
- 2021SciClops: Detecting and Contextualizing Scientific Claims for Assisting Manual Fact-Checkingcited by 8
- 2022Artefact Retrieval: Overview of NLP Models with Knowledge Base Accesscited by 4
- 2021WhatTheWikiFact: Fact-Checking Claims Against Wikipediacited by 3
- 2022Some Reflections on Drawing Causal Inference using Textual Data: Parallels Between Human Subjects and Organized Textscited by 2
- 2022Towards automating Numerical Consistency Checks in Financial Reportscited by 2
- 2024Enabling Contextual Soft Moderation on Social Media through Contrastive Textual Deviationcited by 2
- 2021The Choice of Knowledge Base in Automated Claim Checkingcited by 1
1 more
- 2024Enabling Contextual Soft Moderation on Social Media through Contrastive Textual Deviation30 Jul 2024
- 2023Interpretable Unified Language Checking7 Apr 2023
- 2023Automated Query Generation for Evidence Collection from Web Search Engines15 Mar 2023
- 2022Towards automating Numerical Consistency Checks in Financial Reports11 Nov 2022
- 2022Justice in Misinformation Detection Systems: An Analysis of Algorithms, Stakeholders, and Potential Harms28 Apr 2022
- 2022Some Reflections on Drawing Causal Inference using Textual Data: Parallels Between Human Subjects and Organized Texts2 Feb 2022
- 2022Artefact Retrieval: Overview of NLP Models with Knowledge Base Access24 Jan 2022
- 2021The Choice of Knowledge Base in Automated Claim Checking15 Nov 2021
- 2021SciClops: Detecting and Contextualizing Scientific Claims for Assisting Manual Fact-Checking25 Oct 2021
- 2021To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence11 Sep 2021
- 2021Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization1 Aug 2021
- 2021WhatTheWikiFact: Fact-Checking Claims Against Wikipedia16 Apr 2021
1 more
- 2021A Survey on Stance Detection for Mis- and Disinformation Identificationcited by 75
- 2023Interpretable Unified Language Checkingcited by 26
- 2021Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalizationcited by 20
- 2021To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violencecited by 12
- 2022Justice in Misinformation Detection Systems: An Analysis of Algorithms, Stakeholders, and Potential Harmscited by 10
- 2021SciClops: Detecting and Contextualizing Scientific Claims for Assisting Manual Fact-Checkingcited by 8
- 2022Artefact Retrieval: Overview of NLP Models with Knowledge Base Accesscited by 4
- 2021WhatTheWikiFact: Fact-Checking Claims Against Wikipediacited by 3
- 2022Some Reflections on Drawing Causal Inference using Textual Data: Parallels Between Human Subjects and Organized Textscited by 2
- 2022Towards automating Numerical Consistency Checks in Financial Reportscited by 2
- 2024Enabling Contextual Soft Moderation on Social Media through Contrastive Textual Deviationcited by 2
- 2021The Choice of Knowledge Base in Automated Claim Checkingcited by 1
12 most cited of 13 All 13 (JSON)
- 2024Enabling Contextual Soft Moderation on Social Media through Contrastive Textual Deviation30 Jul 2024
- 2023Interpretable Unified Language Checking7 Apr 2023
- 2023Automated Query Generation for Evidence Collection from Web Search Engines15 Mar 2023
- 2022Towards automating Numerical Consistency Checks in Financial Reports11 Nov 2022
- 2022Justice in Misinformation Detection Systems: An Analysis of Algorithms, Stakeholders, and Potential Harms28 Apr 2022
- 2022Some Reflections on Drawing Causal Inference using Textual Data: Parallels Between Human Subjects and Organized Texts2 Feb 2022
- 2022Artefact Retrieval: Overview of NLP Models with Knowledge Base Access24 Jan 2022
- 2021The Choice of Knowledge Base in Automated Claim Checking15 Nov 2021
- 2021SciClops: Detecting and Contextualizing Scientific Claims for Assisting Manual Fact-Checking25 Oct 2021
- 2021To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence11 Sep 2021
- 2021Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization1 Aug 2021
- 2021WhatTheWikiFact: Fact-Checking Claims Against Wikipedia16 Apr 2021
12 newest of 13 All 13 (JSON)