WikiConv: A Corpus of the Complete Conversational History of a Large Online Collaborative Community
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Abstract (arXiv)
We present a corpus that encompasses the complete history of conversations between contributors to Wikipedia, one of the largest online collaborative communities. By recording the intermediate states of conversations---including not only comments and replies, but also their modifications, deletions and restorations---this data offers an unprecedented view of online conversation. This level of detail supports new research questions pertaining to the process (and challenges) of large-scale online collaboration. We illustrate the corpus' potential with two case studies that highlight new perspectives on earlier work. First, we explore how a person's conversational behavior depends on how they relate to the discussion's venue. Second, we show that community moderation of toxic behavior happens at a higher rate than previously estimated. Finally the reconstruction framework is designed to be language agnostic, and we show that it can extract high quality conversational data in both Chinese and English.
Key facts. Cited by 16 papers in the map (data through 14 Oct 2026). First posted on arXiv 31 Oct 2018.
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Citing papers per year: 2021: 4; 2022: 1; 2023: 2; 2024: 5; 2025: 3; 2026: 1.
16 papers.
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- 2021DeliData: A dataset for deliberation in multi-party problem solvingcited by 26
- 2021I Beg to Differ: A study of constructive disagreement in online conversationscited by 18
- 2021Dynamic Forecasting of Conversation Derailmentcited by 16
- 2025Evaluation and Facilitation of Online Discussions in the LLM Era: A Surveycited by 9
- 2021From Toxicity in Online Comments to Incivility in American News: Proceed with Cautioncited by 8
- 2024Towards Realistic Synthetic User-Generated Content: A Scaffolding Approach to Generating Online Discussionscited by 3
- 2023Conversation Modeling to Predict Derailmentcited by 2
- 2024Social Orientation: A New Feature for Dialogue Analysiscited by 2
- 2025Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Modelscited by 2
- 2022Considerations for Multilingual Wikipedia Researchcited by 1
- 2023Conversation Derailment Forecasting with Graph Convolutional Networkscited by 1
- 2024A Systematic Survey of Natural Language Processing for the Greek Languagecited by 1
4 more
- 2024Observing the Southern US Culture of Honor Using Large-Scale Social Media Analysiscited by 1
- 2025A Similarity Measure for Comparing Conversational Dynamicscited by 1
- 2026To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussionscited by 1
- 2024Knowledge-Aware Conversation Derailment Forecasting Using Graph Convolutional Networkscited by 0
- 2026To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions27 May 2026
- 2025Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models25 Jul 2025
- 2025A Similarity Measure for Comparing Conversational Dynamics25 Jul 2025
- 2025Evaluation and Facilitation of Online Discussions in the LLM Era: A Survey3 Mar 2025
- 2024Observing the Southern US Culture of Honor Using Large-Scale Social Media Analysis11 Oct 2024
- 2024Knowledge-Aware Conversation Derailment Forecasting Using Graph Convolutional Networks24 Aug 2024
- 2024Towards Realistic Synthetic User-Generated Content: A Scaffolding Approach to Generating Online Discussions15 Aug 2024
- 2024A Systematic Survey of Natural Language Processing for the Greek Language13 Jul 2024
- 2024Social Orientation: A New Feature for Dialogue Analysis26 Feb 2024
- 2023Conversation Derailment Forecasting with Graph Convolutional Networks22 Jun 2023
- 2023Conversation Modeling to Predict Derailment20 Mar 2023
- 2022Considerations for Multilingual Wikipedia Research5 Apr 2022
4 more
- 2021Dynamic Forecasting of Conversation Derailment11 Oct 2021
- 2021DeliData: A dataset for deliberation in multi-party problem solving11 Aug 2021
- 2021From Toxicity in Online Comments to Incivility in American News: Proceed with Caution6 Feb 2021
- 2021I Beg to Differ: A study of constructive disagreement in online conversations26 Jan 2021
- 2021DeliData: A dataset for deliberation in multi-party problem solvingcited by 26
- 2021I Beg to Differ: A study of constructive disagreement in online conversationscited by 18
- 2021Dynamic Forecasting of Conversation Derailmentcited by 16
- 2025Evaluation and Facilitation of Online Discussions in the LLM Era: A Surveycited by 9
- 2021From Toxicity in Online Comments to Incivility in American News: Proceed with Cautioncited by 8
- 2024Towards Realistic Synthetic User-Generated Content: A Scaffolding Approach to Generating Online Discussionscited by 3
- 2023Conversation Modeling to Predict Derailmentcited by 2
- 2024Social Orientation: A New Feature for Dialogue Analysiscited by 2
- 2025Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Modelscited by 2
- 2022Considerations for Multilingual Wikipedia Researchcited by 1
- 2023Conversation Derailment Forecasting with Graph Convolutional Networkscited by 1
- 2024A Systematic Survey of Natural Language Processing for the Greek Languagecited by 1
12 most cited of 16 All 16 (JSON)
- 2026To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions27 May 2026
- 2025Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models25 Jul 2025
- 2025A Similarity Measure for Comparing Conversational Dynamics25 Jul 2025
- 2025Evaluation and Facilitation of Online Discussions in the LLM Era: A Survey3 Mar 2025
- 2024Observing the Southern US Culture of Honor Using Large-Scale Social Media Analysis11 Oct 2024
- 2024Knowledge-Aware Conversation Derailment Forecasting Using Graph Convolutional Networks24 Aug 2024
- 2024Towards Realistic Synthetic User-Generated Content: A Scaffolding Approach to Generating Online Discussions15 Aug 2024
- 2024A Systematic Survey of Natural Language Processing for the Greek Language13 Jul 2024
- 2024Social Orientation: A New Feature for Dialogue Analysis26 Feb 2024
- 2023Conversation Derailment Forecasting with Graph Convolutional Networks22 Jun 2023
- 2023Conversation Modeling to Predict Derailment20 Mar 2023
- 2022Considerations for Multilingual Wikipedia Research5 Apr 2022
12 newest of 16 All 16 (JSON)