12 citations · 26 across the 10 of their papers we have counts for
5 papers · 1 filter
Probing Simile Knowledge from Pre-trained Language Models
Weijie Chen, Yongzhu Chang, Rongsheng Zhang +6
Simile interpretation (SI) and simile generation (SG) are challenging tasks for NLP because models require adequate world knowledge to produce predictions. Previous works have empl…
DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks
Ziyang Luo, Yadong Xi, Jing Ma +4
Since 2017, the Transformer-based models play critical roles in various downstream Natural Language Processing tasks. However, a common limitation of the attention mechanism utiliz…
I-Tuning: Tuning Frozen Language Models with Image for Lightweight Image Captioning
Ziyang Luo, Zhipeng Hu, Yadong Xi +2
Image Captioning is a traditional vision-and-language task that aims to generate the language description of an image. Recent studies focus on scaling up the model size and the num…
Youling: an AI-Assisted Lyrics Creation System
Rongsheng Zhang, Xiaoxi Mao, Le Li +6
Recently, a variety of neural models have been proposed for lyrics generation. However, most previous work completes the generation process in a single pass with little human inter…
A Frustratingly Simple Approach for End-to-End Image Captioning
Ziyang Luo, Yadong Xi, Rongsheng Zhang +1
Image Captioning is a fundamental task to join vision and language, concerning about cross-modal understanding and text generation. Recent years witness the emerging attention on i…