Speculation Detection

Speculation Detection is an important subtask in natural language processing aimed at identifying speculative information versus factual information expressed in text. This task involves analyzing linguistic structures and context to assess the degree of certainty in a statement, thereby helping applications such as information extraction, sentiment analysis, and risk assessment to more accurately understand and utilize textual data.