This AI Paper Explores the Potential of Massive Language Fashions (LLMs) for Textual content Annotation Duties with a Deal with ChatGPT

Excessive-quality labeled knowledge are obligatory for a lot of NLP purposes, notably for coaching classifiers or assessing the effectiveness of unsupervised fashions. For example, lecturers often search to categorise texts into numerous themes or conceptual classes, filter noisy social media knowledge for relevance, or gauge their temper or place. Labeled knowledge are obligatory to offer a coaching set or a benchmark in opposition to which ends could also be in contrast, whether or not supervised, semi-supervised, or unsupervised strategies are employed for these duties. Such knowledge could also be supplied for high-level duties like semantic evaluation, hate speech, and infrequently extra specialised objectives like get together ideology.