Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation R Liu, G Xu, C Jia, W Ma, L Wang, S Vosoughi Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 103 | 2020 |
Mitigating political bias in language models through reinforced calibration R Liu, C Jia, J Wei, G Xu, L Wang, S Vosoughi 🏆 AAAI 2021 Outstanding Paper Award, 2021 | 86 | 2021 |
Training Socially Aligned Language Models in Simulated Human Society R Liu, R Yang, C Jia, G Zhang, D Zhou, AM Dai, D Yang, S Vosoughi ICLR 2024, 2023 | 82 | 2023 |
Misinformation and COVID-19 vaccine hesitancy T Zimmerman, K Shiroma, KR Fleischmann, B Xie, C Jia, N Verma, ... Vaccine 41 (1), 136-144, 2023 | 60 | 2023 |
Quantifying and alleviating political bias in language models R Liu, C Jia, J Wei, G Xu, S Vosoughi Artificial Intelligence 304, 103654, 2022 | 48 | 2022 |
Chinese Automated Journalism: A Comparison Between Expectations and Perceived Quality C Jia International Journal of Communication 14, 2611–2632, 2020 | 31 | 2020 |
A transformer-based framework for neutralizing and reversing the political polarity of news articles R Liu, C Jia, S Vosoughi Proceedings of the ACM on Human-Computer Interaction 5 (CSCW1), 1-26, 2021 | 29 | 2021 |
Second thoughts are best: Learning to re-align with human values from text edits R Liu, C Jia, G Zhang, Z Zhuang, T Liu, S Vosoughi Advances in Neural Information Processing Systems 35, 181-196, 2022 | 24 | 2022 |
Understanding Effects of Algorithmic vs. Community Label on Perceived Accuracy of Hyper-partisan Misinformation C Jia, A Boltz, A Zhang, A Chen, MK Lee Proceedings of the ACM: Human-Computer Interaction: Issue CSCW (CSCW 2022), 1-27, 2022 | 23 | 2022 |
Source Credibility Matters: Does Automated Journalism Inspire Selective Exposure? C Jia, T Johnson International Journal of Communication 15, 3760–3781, 2021 | 23 | 2021 |
Political Depolarization of News Articles Using Attribute-aware Word Embeddings R Liu, L Wang, C Jia, S Vosoughi The Proceedings of the 15th International AAAI Conference on Web and Social …, 2021 | 20 | 2021 |
Modulating language models with emotions R Liu, J Wei, C Jia, S Vosoughi Proceedings of the Joint Conference of the 59th Annual Meeting of the …, 2021 | 17 | 2021 |
Training socially aligned language models on simulated social interactions R Liu, R Yang, C Jia, G Zhang, D Zhou, AM Dai, D Yang, S Vosoughi arXiv preprint arXiv:2305.16960, 2023 | 14 | 2023 |
Embedding Democratic Values into Social Media AIs via Societal Objective Functions C Jia, MS Lam, MC Mai, JT Hancock, MS Bernstein Proceedings of the ACM: Human-Computer Interaction: Issue CSCW (CSCW 2024), 33, 2023 | 12 | 2023 |
Non-Parallel Text Style Transfer with Self-Parallel Supervision R Liu, C Gao, C Jia, G Xu, S Vosoughi Proceedings of the International Conference on Learning Representations …, 2022 | 12 | 2022 |
Trust in COVID-19 public health information N Verma, K Fleischmann, L Zhou, B Xie, MK Lee, K Rich, K Shiroma, ... Journal of the Association for Information Science and Technology, 1–17, 2022 | 11 | 2022 |
An Eye-Tracking Study of Differences in Reading Between Automated and Human-Written News C Jia, J Gwizdka Information Systems and Neuroscience 43, 100–110, 2020 | 7 | 2020 |
Algorithmic or Human Source? Examining Relative Hostile Media Effect With a Transformer-Based Framework C Jia, R Liu Media and Communication 9 (4), 170–181, 2021 | 6 | 2021 |
Embedding societal values into social media algorithms M Bernstein, A Christin, J Hancock, T Hashimoto, C Jia, M Lam, N Meister, ... Journal of Online Trust and Safety 2 (1), 2023 | 5 | 2023 |
Curse or cure? The role of algorithm in promoting or countering information disorder T Lee, C Jia Information Disorder, 29-45, 2023 | 3 | 2023 |