Leveraging Crowdsourcing Data For Deep Active Learning - An Application:
Learning Intents in Alexa

Leveraging Crowdsourcing Data For Deep Active Learning - An Application: Learning Intents in Alexa

12 March 2018

Andreas C. Damianou

ArXiv (abs)PDF HTML

Papers citing "Leveraging Crowdsourcing Data For Deep Active Learning - An Application: Learning Intents in Alexa"

11 / 11 papers shown

Title
Multi-annotator Deep Learning: A Probabilistic Framework for Classification M. Herde Denis Huseljic Bernhard Sick 80 9 0 05 Apr 2023
Towards AI-Empowered Crowdsourcing Shipeng Wang Qingzhong Li Li-zhen Cui Zhongmin Yan Yonghui Xu Zhuan Shi Xinping Min Zhiqi Shen Han Yu HAI 34 0 0 28 Dec 2022
Design and Evaluation of Crowd-sourcing Platforms Based on Users Confidence Judgments Samin Nili-Ahmadabadi Maryam Haghifam V. Shah-Mansouri S. Ershadmanesh 13 1 0 12 Dec 2022
FUN-SIS: a Fully UNsupervised approach for Surgical Instrument Segmentation Luca Sestini Benoit Rosa Elena De Momi G. Ferrigno N. Padoy 62 35 0 16 Feb 2022
A Survey on Cost Types, Interaction Schemes, and Annotator Performance Models in Selection Algorithms for Active Learning in Classification M. Herde Denis Huseljic Bernhard Sick A. Calma 80 25 0 23 Sep 2021
On Statistical Bias In Active Learning: How and When To Fix It Sebastian Farquhar Y. Gal Tom Rainforth TDI HAI 60 85 0 27 Jan 2021
Cisco at AAAI-CAD21 shared task: Predicting Emphasis in Presentation Slides using Contextualized Embeddings Sreyan Ghosh Sonal Kumar H. Jalan Hemant Yadav R. Shah 82 2 0 10 Jan 2021
End-to-End Learning from Noisy Crowd to Supervised Machine Learning Models Taraneh Younesian Chi Hong Amirmasoud Ghiassi Robert Birke L. Chen NoLa FedML 59 3 0 13 Nov 2020
A Survey of Deep Active Learning Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Brij B. Gupta Xiaojiang Chen Xin Wang 123 1,157 0 30 Aug 2020
A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection Akansha Bhardwaj Jie Yang Philippe Cudré-Mauroux 8 9 0 02 Dec 2019
A Technical Survey on Statistical Modelling and Design Methods for Crowdsourcing Quality Control Yuan Jin Mark J. Carman Ye Zhu Yong Xiang 49 36 0 05 Dec 2018