1 code implementation • 2 Apr 2024 • Bowen Ding, Qingkai Min, Shengkun Ma, Yingjie Li, Linyi Yang, Yue Zhang
Based on Pre-trained Language Models (PLMs), event coreference resolution (ECR) systems have demonstrated outstanding performance in clustering coreferential events across documents.
1 code implementation • 24 Feb 2024 • Shengkun Ma, Jiale Han, Yi Liang, Bo Cheng
Continual Few-shot Relation Extraction (CFRE) is a practical problem that requires the model to continuously learn novel relations while avoiding forgetting old ones with few labeled training data.
1 code implementation • 22 Oct 2022 • Jiale Han, Shuai Zhao, Bo Cheng, Shengkun Ma, Wei Lu
Current prompt tuning methods mostly convert the downstream tasks to masked language modeling problems by adding cloze-style phrases and mapping all labels to verbalizations with fixed length, which has proven effective for tasks with simple label spaces.
Ranked #2 on Relation Extraction on Re-TACRED