300 citations · 1.1k across the 63 of their papers we have counts for
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cs.CL2022
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification
Yang Li, Canran Xu, Guodong Long +3
Recently, prefix-tuning was proposed to efficiently adapt pre-trained language models to a broad spectrum of natural language classification tasks. It leverages soft prefix as task…
cs.CL2022★ 1 cited
Unsupervised Knowledge Graph Construction and Event-centric Knowledge Infusion for Scientific NLI
Chenglin Wang, Yucheng Zhou, Guodong Long +2
With the advance of natural language inference (NLI), a rising demand for NLI is to handle scientific texts. Existing methods depend on pre-trained models (PTM) which lack domain-s…
cs.CL2022★ 1 cited
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification
Yucheng Zhou, Tao Shen, Xiubo Geng +2
Generating new events given context with correlated ones plays a crucial role in many event-centric reasoning tasks. Existing works either limit their scope to specific scenarios o…