86 citations · 259 across the 31 of their papers we have counts for
4 papers · 1 filter
Visually Grounded Commonsense Knowledge Acquisition
Yuan Yao, Tianyu Yu, Ao Zhang +8
Large-scale commonsense knowledge bases empower a broad range of AI applications, where the automatic extraction of commonsense knowledge (CKE) is a fundamental and challenging pro…
Prompt Tuning for Discriminative Pre-trained Language Models
Yuan Yao, Bowen Dong, Ao Zhang +6
Recent works have shown promising results of prompt tuning in stimulating pre-trained language models (PLMs) for natural language processing (NLP) tasks. However, to the best of ou…
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models
Yuan Yao, Qianyu Chen, Ao Zhang +4
Vision-language pre-training (VLP) has shown impressive performance on a wide range of cross-modal tasks, where VLP models without reliance on object detectors are becoming the mai…
Fine-Grained Scene Graph Generation with Data Transfer
Ao Zhang, Yuan Yao, Qianyu Chen +4
Scene graph generation (SGG) is designed to extract (subject, predicate, object) triplets in images. Recent works have made a steady progress on SGG, and provide useful tools for h…