…In particular, graphs are isomorphic if they have the same degree and the task is to classify non-isomorphic graphs.
29 PAPERS • 2 BENCHMARKS
ENT-DESC involves retrieving abundant knowledge of various types of main entities from a large knowledge graph (KG), which makes the current graph-to-sequence models severely suffer from the problems of
1 PAPER • 1 BENCHMARK
…The logical forms show diversified graph structure of free schema, which poses great challenges on the model's ability to understand the semantics.
8 PAPERS • NO BENCHMARKS YET
…Each AMR is a single rooted, directed graph. AMRs include PropBank semantic roles, within-sentence coreference, named entities and types, modality, negation, questions, quantities, and so on.
22 PAPERS • 1 BENCHMARK