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Large Language Models (LLMs) have revolutionized artificial intelligence, demonstrating remarkable computational power and linguistic capabilities.
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Bender, E., Gebru, T., McMillan-Major, A. & Shmitchell, S. On the dangers of stochastic parrots: Can language models be too big?. Proceedings Of The 2021 ACM Conference On Fairness, Accountability, And Transparency
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Abid, A., Farooqi, M. & Zou, J. Persistent anti-muslim bias in large language models. Proceedings Of The 2021 AAAI/ACM Conference On AI, Ethics, And Society
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Dhamala, J., Sun, T., Kumar, V., Krishna, S., Pruksachatkun, Y., Chang, K. & Gupta, R. Bold: Dataset and metrics for measuring biases in open-ended language generation. Proceedings Of The 2021 ACM Conference On Fairness, Accountability, And Transparency
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Schick, T., Udupa, S. & Schütze, H. Self-diagnosis and self-debiasing: A proposal for reducing corpus-based bias in nlp. Trans. Assoc. Comput. Linguist
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2022
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Hartvigsen, T., Gabriel, S., Palangi, H., Sap, M., Ray, D. & Kamar, E. ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection. Proceedings Of The 60th Annual Meeting Of The Association For Computational Linguistics
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Navigli, R., Conia, S. & Ross, B. Biases in large language models: origins, inventory, and discussion. ACM Journal Of Data And Information Quality
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2022
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Chang, Y., Wang, X., Wang, J., Wu, Y., Yang, L., Zhu, K. & Others A survey on evaluation of large language models. ACM Trans. Intell. Syst. Technol
2023
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Cantini, R., Cosentino, C., Kilanioti, I., Marozzo, F. & Talia, D. Unmasking COVID-19 False Information on Twitter: A Topic-Based Approach with BERT. International Conference On Discovery Science
2023
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2023
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2023
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Ranathunga, S., Lee, E., Prifti Skenduli, M., Shekhar, R., Alam, M. & Kaur, R. Neural machine translation for low-resource languages: A survey. ACM Computing Surveys
2023
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2024
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2024
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2024
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Gallegos, I., Rossi, R., Barrow, J., Tanjim, M., Kim, S., Dernoncourt, F., Yu, T., Zhang, R. & Ahmed, N. Bias and fairness in large language models: A survey. Computational Linguistics
2024
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Rafailov, R., Sharma, A., Mitchell, E., Manning, C., Ermon, S. & Finn, C. Direct preference optimization: Your language model is secretly a reward model. Advances In Neural Information Processing Systems
2024
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2024
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