20 citations · 43 across the 21 of their papers we have counts for
12 papers · 1 filter
M6-10T: A Sharing-Delinking Paradigm for Efficient Multi-Trillion Parameter Pretraining
Junyang Lin, An Yang, Jinze Bai +9
Recent expeditious developments in deep learning algorithms, distributed training, and even hardware design for large models have enabled training extreme-scale models, say GPT-3 a…
Text is NOT Enough: Integrating Visual Impressions into Open-domain Dialogue Generation
Lei Shen, Haolan Zhan, Xin Shen +2
Open-domain dialogue generation in natural language processing (NLP) is by default a pure-language task, which aims to satisfy human need for daily communication on open-ended topi…
Productivity, Portability, Performance: Data-Centric Python
Alexandros Nikolaos Ziogas, Timo Schneider, Tal Ben-Nun +5
Python has become the de facto language for scientific computing. Programming in Python is highly productive, mainly due to its rich science-oriented software ecosystem built aroun…
Learning to Represent Human Motives for Goal-directed Web Browsing
Jyun-Yu Jiang, Chia-Jung Lee, Longqi Yang +3
Motives or goals are recognized in psychology literature as the most fundamental drive that explains and predicts why people do what they do, including when they browse the web. Al…
VisualTextRank: Unsupervised Graph-based Content Extraction for Automating Ad Text to Image Search
Shaunak Mishra, Mikhail Kuznetsov, Gaurav Srivastava +1
Numerous online stock image libraries offer high quality yet copyright free images for use in marketing campaigns. To assist advertisers in navigating such third party libraries, w…
SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis
Naili Xing, Sai Ho Yeung, Chenghao Cai +7
Deep learning has achieved great success in a wide spectrum of multimedia applications such as image classification, natural language processing and multimodal data analysis. Recen…