activity
20182024
most citedBigDL: A Distributed Deep Learning Framework for Big Data

142 citations · 174 across the 27 of their papers we have counts for

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Showing 2021Show all

9 papers · 1 filter

cs.CL2021

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…

cs.PL2021

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…

cs.IR2021

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…

cs.CL2021

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…

cs.LG2021

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…

cs.CR2021

How many FIDO protocols are needed? Surveying the design, security and market perspectives

Anna Angelogianni, Ilias Politis, Christos Xenakis

Unequivocally, a single man in possession of a strong password is not enough to solve the issue of security. Studies indicate that passwords have been subjected to various attacks,…

cs.SE2021

The Impact of Dormant Defects on Defect Prediction: a Study of 19 Apache Projects

Davide Falessi, Aalok Ahluwalia, Massimiliano Di Penta

Defect prediction models can be beneficial to prioritize testing, analysis, or code review activities, and has been the subject of a substantial effort in academia, and some applic…

cs.HC2021

Reaction or Speculation: Building Computational Support for Users in Catching-Up Series Based on an Emerging Media Consumption Phenomenon

Riku Arakawa, Hiromu Yakura

A growing number of people are using catch-up TV services rather than watching simultaneously with other audience members at the time of broadcast. However, computational support f…

cs.HC2021

Remote Learners, Home Makers: How Digital Fabrication Was Taught Online During a Pandemic

Gabrielle Benabdallah, Samuelle Bourgault, Nadya Peek +1

Digital fabrication courses that relied on physical makerspaces were severely disrupted by COVID-19. As universities shut down in Spring 2020, instructors developed new models for…