Don't understand why this keeps being downvoted. NLP is still in its infancy when it comes to detecting nuances of human communication. These are valid objections.
You might need both general intelligence and a deep knowledge of the field to conclude an author noting that X discovered Y on the assumption of Z is not a neutral description but a stark emphasis of their differences, or possibly even straw-manning the original paper.