Irregular verb forms are verbs that do not follow the standard rules of conjugation when changing from the base form to past tense or past participle. Unlike regular verbs that typically add '-ed' for these changes, irregular verbs can have completely different forms, making them essential for proper verb tense agreement and usage in sentences.