在Meta提出的LLAMA-1[1]中,研究人员在第五节中讨论了LLAMA中的Bias, Toxicity and Misinformation,在其中主要谈到了三个有关Harmless的部分。包括WinoGender,RealToxicityPrompts,CrowS-Pairs这三个部分。研究…
Real Toxicity Prompts [Paper link][Demo link][Data link] Work in progress, please revisit this page soon for more in-depth instructions. Installing Run the commands provided in order to set up your environment: git clone https://github.com/allenai/real-toxicity-prompts.git ...
Using RealToxicityPrompts, we find that pretrained LMs can degenerate into toxic text even from seemingly innocuous prompts. We empirically assess several controllable generation methods, and find that while data- or compute-intensive methods (e.g., adaptive pretraining on non-toxic data) are more...
《RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models》S Gehman, S Gururangan, M Sap, Y Choi, N A. Smith [University of Washington & Allen Institute for Artificial Intelligence] (2020) O网页链接 view:O网页链接 #机器学习# #人工智能# #论文# ...
[9, 2020]Realtoxicityprompts: Evaluating neural toxic degeneration in language models, Samuel Gehman et al., arXiv preprint arXiv:2009.11462 [2, 2020]Artificial intelligence crime: An interdisciplinary analysis of foreseeable threats and solutions, Thomas C King et al., Science and engineering ethic...
Our findings support previous research which has shown that abemaciclib prompts more toxicity related treatment discontinuations [5]. Thus, it seems that palbociclib and ribociclib provoke adverse events that are primarily abnormalities shown on lab results without necessarily affecting the quality of ...
glucolipotoxicity is detrimental to almost all other cell types. This damage results in a wide range of long-term complications associated with hyperglycemia and diabetes [47,51,52,56]. As described above, the actual range of organ systems compromised by sustained hyperglycemia is more numerous th...
Jaundice commonly occurs in newborn infants. However, most jaundice is benign and does not require any interference. Conventionally, newborns must be monitored by taking a blood test to examine the bilirubin level. The potential toxicity of bilirubin might lead to severe hyperbilirubinemia and, in ...
Gen AI requires new capabilities relative to traditional AI and machine learning, including toxicity checks (ensuring gen AI is not creating problematic content, such as words or statements that would violate relevant fair-housing or antidiscrimination laws) and guardrails aga...
Though Roose was shaken by his exchange with Sydney, he knew that the conversation was not the result of an emerging synthetic mind. Sydney's responses reflect the toxicity of its training data—essentially large swaths of the internet—not evidence of the first stirrings, à la Frankenstein, ...