1 code implementation • 22 May 2023 • Jing Fan, Dennis Aumiller, Michael Gertz
We introduce SRLScore, a reference-free evaluation metric designed with text summarization in mind.
1 code implementation • 17 Jan 2023 • Dennis Aumiller, Jing Fan, Michael Gertz
We attribute poor evaluation quality to a variety of different factors, which are investigated in more detail in this work: A lack of qualitative (and diverse) gold data considered for training, understudied (and untreated) positional biases in some of the existing datasets, and the lack of easily accessible and streamlined pre-processing strategies or analysis tools.
no code implementations • 22 Nov 2021 • Jing Fan, Xin Zhang, Sheng Zhang, Yan Pan, Lixiang Guo
In light of the success of transferring language models into NLP tasks, we ask whether the full BERT model is always the best and does it exist a simple but effective method to find the winning ticket in state-of-the-art deep neural networks without complex calculations.
no code implementations • ICLR 2022 • Yuqi Liu, Bin Cao, Jing Fan
To solve the imbalance classification, methods of weighting examples haven been proposed.
no code implementations • 27 Apr 2018 • Songwen Pei, Fuwu Tang, Yanfei Ji, Jing Fan, Zhong Ning
Autonomous driving is becoming a future practical lifestyle greatly driven by deep learning.