2.1), 41.4% are labeled as incorrect, while 61.8% inter-sentence relation instances are labeled as incorrect, indicating the wrong labeling problem is more challenging for weakly supervised document-level RE.
the second challenge lies in the high computational cost of modeling long documents and the massive amount of potential entity pairs in a document, which is quadratic with regard to entity number (19.5 entities on average) in a document.