@article{liu, title = {Extraction of polymer biodegradation events from scientific papers: structured dataset design and contradiction-aware scientific event assessment}, author = {Shanshan Liu, Yuji Matsumoto, Masashi Ishii}, publisher = {Informa UK Limited}, year = {2026}, keywords = {Event extraction, Information extraction, Large language model, Polymer biodegradation, Materials informatics} }