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Shujun's Publications

• Çağrı B. Aslan, Shujun Li, Fatih V. Çelebi and Hao Tian, "The World of Defacers: Looking through the Lens of Their Activities on Twitter," IEEE Access, Volume 8, pp. 204132-204143, IEEE, 2020 © Authors
• Keenan Jones, Jason R. C. Nurse and Shujun Li, "Behind the Mask: A Computational Study of Anonymous’ Presence on Twitter," in Proceedings of 14th International Conference on Web and Social Media (ICWSM 2020), pp. 327-338, 2020 (one of eight Honourable Mentions for Best Paper Award; acceptance rate of full papers: 72/298=24%) © AAAI
• Rahime Belen Sağlam, Çağrı B. Aslan, Shujun Li, Lisa Dickson and Ganna Pogrebna, "A Data-Driven Analysis of Blockchain Systems' Public Online Communications on GDPR," in Proceedings of 2020 IEEE International Conference on Decentralized Applications and Infrastructures (IEEE DAPPS 2020), pp. 22-31, 2020 © IEEE
• Zeynep Chousein, Hacı Yakup Tetik, Rahime Belen Sağlam, Abdullah Bülbül and Shujun Li, "Tension between GDPR and Public Blockchains: A Data-Driven Analysis of Online Discussions," in Proceedings of 13th International Conference on Security of Information and Networks (SINCONF 2020), Article No. 17, 8 pages, 2020 © ACM
• Kübra Aydin, Rahime Belen Sağlam, Shujun Li and Abdullah Bülbül, "When GDPR Meets CRAs (Credit Reference Agencies): Looking through the Lens of Twitter," in Proceedings of 13th International Conference on Security of Information and Networks (SINCONF 2020), Article No. 16, 8 pages, 2020 © ACM
• Yang Lu and Shujun Li, "From Data Flows to Privacy Issues: A User-Centric Semantic Model for Representing and Discovering Privacy Issues," in Proceedings of the 53rd Hawaii International Conference on System Sciences (HICSS 2020), pp. 6528-6537, University of Hawaiʻi at Mānoa, 2020, DOI:10.24251/HICSS.2020.799 © Authors
• Çağrı B. Aslan, Rahime Belen Sağlam and Shujun Li, "Automatic Detection of Cyber Security Related Accounts on Online Social Networks: Twitter as an example," in Proceedings of 9th International Conference on Social Media and Society (SMSociety 2018), pp. 236-240, ACM, 2018 © Authors
• Nouf Aljaffan, Haiyue Yuan and Shujun Li, "PSV (Password Security Visualizer): From Password Checking to User Education," in Human Aspects of Information Security, Privacy and Trust: 5th International Conference, HAS 2017, Held as Part of HCI International 2017, Vancouver, BC, Canada, July 9-14, 2017, Proceedings, Lecture Notes in Computer Science, vol. 10292, pp. 191-211, 2017 © Springer

e-Data and Data Analytics Services: Wolfram Data Repository The GDELT Project: A Global Database of Society () data.europa.eu JRC (Joint Research Centre) Data Catalogue data.police.uk mldata (machine learning data set repository) MLcomp datasets Google Dataset Search Google Public Data Explorer Common Crawl (Free Company Dataset, Largest US Employers by Metro Dataset, Free Job Title Dataset, Free Engineering Skills Dataset) Awesome Public Datasets informationisbeautiful.net DataGenetics (GitLab) Newspaper3k: Article scraping & curation Otter.ai
Natural Language Processing and Computational Linguistics: NLTK (Natural Language Toolkit) spaCy () (GitHub) CogCompNLP Hugging Face (datasets; Write With Transformer) Talk to Transformer (InferKit online demo) quanteda: Quantitative Analysis of Textual Data in R (GitHub) gensim – Topic Modelling in Python Transformer-XL bert-as-service BERTweet: A pre-trained language model for English Tweets (EMNLP 2020) RNNTagger TreeTagger Python Word Segmentation Word Ninja SymSpell (Python port: symspellpy) Language Style Transfer (NIPS 2017) 预训练模型仓库 (WuDaoCorpora; GitHub, GLM, CLM; BMInf) 百度ERNIE Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab (鹏程.盘古α / PanGu-α) awesome-chinese-nlp (Guan Wang) “结巴”中文分词 THUAIPoet (九歌) research group (九歌V2.0; BERT-CCPoem, MixPoet @ AAAI 2020, Stylistic Poetry @ EMNLP 2018, WMPoetry @ IJCAI 2018; 中国古典诗歌匹配数据集 / CCPM = Chinese Classical Poetry Matching Dataset, Other datasets) 少女诗人小冰 tensorflow_poems / LiBai AI Composer / 中文古诗自动作诗机器人 Nicolas Iderhoff's nlp-datasets WordNet Wikimedia Downloads (Frequency lists) WordNet WebNLG Challenge Wiktextract (data @ kaikki.org) Use of corpora in translation studies @ Centre for Translation Studies, University of Leeds OpenLexicon Lexique (WorldLex: Blog, Twitter and Newspapers Word Frequencies for 66 languages) Datasets of Automatic Keyphrase Extraction @ LIAAD, INESCTEC KPTimes Corpus @ INLG 2019 dewiki-wordrank OAGSX Title Generation Dataset OAGKX Keyword Generation Dataset 中文语料小数据 (PrivaSeer Corpus @ ACL 2021, PrivBERT @ ACL 2021)
Personal Data Management Platforms: (, , , Documentation for Developers) openPDS/SafeAnswers: Personal Data with Privacy

False Information

Organizations, Tools and Data: W3C Credible Web Community Group (Github, Credible Web CG Area-2 (Corroboration-Based Strategies)) Truth Decay @ RAND (Fighting Disinformation Online: A Database of Web Tools) (Firefox extension - NewsGuard, Google Chrome extension - NewsGuard, Firefox extension - HealthGuard, Android app - NewsGuard; COVID-19 Misinformation Resources, Coronavirus Misinformation Tracking Center) misinformation datasets @ data.world FakeNewsTracker Google Fact Check (Google Fact Check Tools API, Google Fact Check Explorer, Google Fact Check Markup Tool) Fact-check Feed @ fact.pubmedia.us SMAT: The Social Media Analysis Toolkit Verifi! Fake News Challenge (FNC) (Stance Detection dataset for FNC-1) (International Fact-Checking Network - IFCN, IFCN Code of Principles; #CoronaVirusFacts Alliance, CoronaVirusFacts/DatosCoronaVirus Alliance Database) Content Authenticity Initiative (CAI) BBC Disinformation Watch (Fact-Checking, The Duke Tech & Check Cooperative, ) COVID-19 Misinformation Newsletter @ Programme on Democracy and Technology (DemTech), Oxford University Arkose Labs (Fake Reviews, Fake Users) Masterpiece Generator fake-resume-generator

Multimedia False Information: Awesome Deepfakes fake-face-detection: some collected paper and personal notes relevant to Fake Face Detetection DeepFake-o-meter: An open platform integrating state-of-the-art DeepFake detection methods This Person Does Not Exist thiscatdoesnotexist.com thishorsedoesnotexist.com thisartworkdoesnotexist.com thischemicaldoesnotexist.com thesecatsdonotexist.com thisanimedoesnotexist.ai thisponydoesnotexist.net thiswaifudoesnotexist.net whichfaceisreal.com spotdeepfakes.org generated.photos (datasets, face fenerator, free generated photos) DeepFaceDrawing: Deep Generation of Face Images from Sketches (SIGGRAPH 2020) (DeepFaceDrawing-Jittor @ GitHub) DeepNude-an-Image-to-Image-technology pix2pix: Image-to-Image Translation with Conditional Adversarial Nets (CVPR 2017) (CycleGAN and pix2pix in PyTorch @ GitHub, original code @ GitHub, Christopher Hesse's interactive demo) Deepware Scanner (GitHub) Adversarial Deepfakes (WACV 2021) DefakeHop (ICME 2021) DeepFaceLab (GitHub) MyFakeApp (based on Faceswap) Botika MyVoiceYourFace.com FaceForensics Benchmark Partnership on AI's AI and Media Integrity Steering Committee (Deepfake Detection Challenge = DFDC) Celeb-DF (v2): A New Dataset for DeepFake Forensics (CVPR 2020) (GitHub) KoDF: A Large-scale Korean DeepFake Detection Dataset (CVPR 2021) CoMoFoD - Image Database for Copy-Move Forgery Detection Copy-Move Forgery Database with Similar but Genuine Objects (COVERAGE) GANDCTAnalysis
MKLab-ITI's image-verification-corpus Assembler (Google's project) A corpus of debunked and verified user-generated videos (Online Information Review 2019) Fake-EmoReact 2021 Challenge @ SocialNLP 2021 EmotionGIF 2020 Challenge @ SocialNLP 2020

Other Research Related: CLEF2020 CheckThat! Lab (Enabling Automatic Identification and Verification of Claims in Social Media) CLEF2019 CheckThat! Lab CLEF2018 CheckThat! Lab FEVER Datasets (scientific claims) ClaimBuster: Automated Live Fact-checking (ClaimPortal, ICWSM 2020 dataset) Claim Detection in Social Media via Fusion of Transformer and Syntactic Features (CLEF CheckThat! 2020) ClaimsKG claim-rank (RANLP 2017) Claim Extraction for Scientific Publications SciFact (GitHub) Too Many Claims to Fact-Check: Prioritizing Political Claims Based on Check-Worthiness (MAISoN'2020 @ CIKM'2020) entity-fishing - Entity Recognition and Disambiguation Full Fact's Fast & Furious Fact Check Challenge (2016) (Iffy Index of Unreliable Sources, Wayback Workshop) OSoMe (Observatory on Social Media) @ Network Science Institute (IUNI), Center for Complex Networks and Systems Research (CNetS), Indiana University (Tools and Datasets: Hoaxy®, , , BotSlayer, CoVaxxy, ) Graph-based Fraud Detection Papers and Resources VoterFraud2020 (@ GitHub, @ Fighshare) FakeNewsNet Maciej Szpakowski's Fake News Corpus Fakeddit (GitHub) Avax (anti-vaccine) tweets dataset (2021) The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively? (SIGIR 2020 + ECIR 2020 + CIKM 2020) ReCOVery: A Multimodal Repository for COVID-19 News Credibility Research (CIKM 2020) FakeCovid: Fact Checked data for COVID-19 (ICWSM 2020 workshop) Dataset for COVID-19 Misinformation on Twitter (2020) CHECKED: Chinese COVID-19 Fake News Dataset (2020) Factuality and Bias Prediction of News Media (ACL 2020 + EMNLP 2018) FakeHealth repository (ICWSM 2020) FiveThirtyEight's dataset of 3 million Russian troll tweets Raiders of the Lost Kek: 3.5 Years of Augmented 4chan Posts from the Politically Incorrect Board (ICWSM 2020) Learning from Fact-checkers (SIGIR 2019) The Rise of Guardians (SIGIR 2018) LIAR-PLUS fake news databse (FEVER 2018) LIAR fake news databse (ACL 2017) CREDBANK-data (ICWSM 2015) 中文谣言数据 (中国科学: 信息科学 2015)

Information Visualization

Tools: Transparency Vis

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Tools: GetOldTweets-java (GetOldTweets3)
Data: COVID-19 @ Aminer (COVID-19 Open Datasets, dashboard)