Web23 apr 2024 · We call the collected dataset the Human ChatGPT Comparison Corpus (HC3). Based on the HC3 dataset, we study the characteristics of ChatGPT's responses, the differences and gaps from human experts ... Web18 gen 2024 · In this work, we collected tens of thousands of comparison responses from both human experts and ChatGPT, with questions ranging from open-domain, financial, medical, legal, and psychological areas. We call the collected dataset the Human ChatGPT Comparison Corpus (HC3).
Abstract - arxiv.org
WebThis model is trained on the mix of full-text and splitted sentences of answer s from Hello-SimpleAI/HC3. More details refer to arxiv: 2301.07597 and Gtihub project Hello-SimpleAI/chatgpt-comparison-detection. The base checkpoint is roberta-base . We train it with all Hello-SimpleAI/HC3 data (without held-out) for 1 epoch. Web10 apr 2024 · In the training of Koala, 60,000 dialogues, publicly shared by users on ShareGPT, were collected using APIs. However, redundant and non-english dialogues were eliminated, shrinking the data size to approximately 30,000 dialogues. ChatGPT and human responses were also used from the HC3 english dataset, which amounted to 87,000 … factor utilization meaning
How Close Is ChatGPT To Human Experts? Comparison Corpus, …
Web12 apr 2024 · After assessing balance and deciding on a weighting specification, it comes time to estimate the effect of the treatment in the weighted sample. How the effect is estimated and interpreted depends on the desired estimand and the type of model used (if any). In addition to estimating effects, estimating the uncertainty of the effects is critical ... WebNevertheless, the performance of \(\text{HC3}\) depends on the presence, or absence, of points of high leverage in \(\mathbf{X}\) and it may fail for certain forms of heteroskedasticity (for example, when the predictors are from heavy-tailed distributions, and the errors are from light-tailed distributions). WebWe call the collected dataset the Human ChatGPT Comparison Corpus (HC3). Based on the HC3 dataset, we study the characteristics of ChatGPT's responses, the differences and gaps from human... does toner harm your hair