no code implementations • EMNLP 2020 • Li Kong, Chuanyi Li, Jidong Ge, Bin Luo, Vincent Ng
While hyperbole is one of the most prevalent rhetorical devices, it is arguably one of the least studied devices in the figurative language processing community.
no code implementations • Findings (EMNLP) 2021 • Yi Feng, Ting Wang, Chuanyi Li, Vincent Ng, Jidong Ge, Bin Luo, Yucheng Hu, Xiaopeng Zhang
User targeting is an essential task in the modern advertising industry: given a package of ads for a particular category of products (e. g., green tea), identify the online users to whom the ad package should be targeted.
1 code implementation • 25 Dec 2023 • Wentao Zou, Qi Li, Jidong Ge, Chuanyi Li, Xiaoyu Shen, LiGuo Huang, Bin Luo
We hope that our findings can provide a deeper understanding of PEFT methods on various PTMs and SE downstream tasks.
1 code implementation • 28 Sep 2023 • Zhiwei Fei, Xiaoyu Shen, Dawei Zhu, Fengzhe Zhou, Zhuo Han, Songyang Zhang, Kai Chen, Zongwen Shen, Jidong Ge
We hope this benchmark provides in-depth understanding of the LLMs' domain-specified capabilities and speed up the development of LLMs in the legal domain.
no code implementations • 23 Mar 2023 • Yuan Zhang, Chuanyi Li, Yu Sheng, Jidong Ge, Bin Luo
It is a difficult but necessary task to extract the key information for the cases from these textual materials and to clarify the dispute focus of related parties.
1 code implementation • 8 Jan 2023 • Jidong Ge, Yuxiang Liu, Jie Gui, Lanting Fang, Ming Lin, James Tin-Yau Kwok, LiGuo Huang, Bin Luo
However, the relation between these two losses is not clear.
1 code implementation • 27 Aug 2022 • Qingyu Zhang, Xiaoyu Shen, Ernie Chang, Jidong Ge, Pengke Chen
In this paper, we present mDIA, the first large-scale multilingual benchmark for dialogue generation across low- to high-resource languages.
no code implementations • 22 Feb 2022 • Wenkang Zhong, Chuanyi Li, Jidong Ge, Bin Luo
Automated Program Repair (APR) aims to automatically fix bugs in the source code.
1 code implementation • 13 Dec 2021 • Yunyun huang, Xiaoyu Shen, Chuanyi Li, Jidong Ge, Bin Luo
Given the fact of a case, Legal Judgment Prediction (LJP) involves a series of sub-tasks such as predicting violated law articles, charges and term of penalty.
no code implementations • 2 Dec 2021 • Ze Tang, Chuanyi Li, Jidong Ge, Xiaoyu Shen, Zheling Zhu, Bin Luo
Code summarization aims to generate brief natural language descriptions for source code.
1 code implementation • 21 Apr 2021 • Jidong Ge, Yunyun huang, Xiaoyu Shen, Chuanyi Li, Wei Hu
We believe that learning fine-grained correspondence between each single fact and law articles is crucial for an accurate and trustworthy AI system.
1 code implementation • 22 Mar 2021 • Yuxiang Liu, Jidong Ge, Chuanyi Li, Jie Gui
We propose Parametric Weights Standardization (PWS), a fast and robust to mini-batch size module used for conv filters, to solve the shift of the average gradient.
no code implementations • 12 Aug 2020 • Simin Wang, LiGuo Huang, Jidong Ge, Tengfei Zhang, Haitao Feng, Ming Li, He Zhang, Vincent Ng
To improve the applicability and generalizability of research results, we analyzed what ingredients in a study would facilitate an understanding of why a ML/DL technique was selected for a specific SE problem.