activity
20182024
most citedLambdaOpt: Learn to Regularize Recommender Models in Finer Levels

26 citations · 85 across the 11 of their papers we have counts for

collaborators

17 papers

cs.LG2024

Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models

Yuyan Chen, Qiang Fu, Ge Fan +6

Recent years, Pre-trained Language models (PLMs) have swept into various fields of artificial intelligence and achieved great success. However, most PLMs, such as T5 and GPT3, have…

cs.CL2023

Data Transformation to Construct a Dataset for Generating Entity-Relationship Model from Natural Language

Zhenwen Li, Jian-Guang Lou, Tao Xie

In order to reduce the manual cost of designing ER models, recent approaches have been proposed to address the task of NL2ERM, i.e., automatically generating entity-relationship (E…

cs.CV20236 cited

LayoutPrompter: Awaken the Design Ability of Large Language Models

Jiawei Lin, Jiaqi Guo, Shizhao Sun +3

Conditional graphic layout generation, which automatically maps user constraints to high-quality layouts, has attracted widespread attention today. Although recent works have achie…

cs.HC20234 cited

A Survey for Graphic Design Intelligence

Danqing Huang, Jiaqi Guo, Shizhao Sun +6

Graphic design is an effective language for visual communication. Using complex composition of visual elements (e.g., shape, color, font) guided by design principles and aesthetics…

cs.CL2023

Re-Reading Improves Reasoning in Large Language Models

Xiaohan Xu, Chongyang Tao, Tao Shen +5

To enhance the reasoning capabilities of off-the-shelf Large Language Models (LLMs), we introduce a simple, yet general and effective prompting method, Re2, i.e., \textbf{Re}-\text…

cs.CV20231 cited

A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions

Jiawei Lin, Jiaqi Guo, Shizhao Sun +4

Creating layouts is a fundamental step in graphic design. In this work, we propose to use text as the guidance to create graphic layouts, i.e., Text-to-Layout, aiming to lower the…