Parinaz Sobhani

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 14

Top Topics

Learning From Imbalanced Data

Social Media Content

Ensemble Methods

Polarity Classification

Top Venues

Publications

Angeline Yasodhara, Azin Asgarian, Diego Huang, Parinaz Sobhani
On the Trustworthiness of Tree Ensemble Explainability Methods. CD-MAKE (2021)
Angeline Yasodhara, Azin Asgarian, Diego Huang, Parinaz Sobhani
On the Trustworthiness of Tree Ensemble Explainability Methods. CoRR (2021)
Zilun Peng, Akshay Budhkar, Ilana Tuil, Jason Levy, Parinaz Sobhani, Raphael Cohen, Jumana Nassour
Shrinking Bigfoot: Reducing wav2vec 2.0 footprint. SustaiNLP@EMNLP (2021)
Zilun Peng, Akshay Budhkar, Ilana Tuil, Jason Levy, Parinaz Sobhani, Raphael Cohen, Jumana Nassour
Shrinking Bigfoot: Reducing wav2vec 2.0 footprint. CoRR (2021)
Parinaz Sobhani, Diana Inkpen, Xiaodan Zhu
Exploring deep neural networks for multitarget stance detection. Comput. Intell. 35 (1) (2019)
Sophia Collet, Robert Dadashi, Zahi N. Karam, Chang Liu, Parinaz Sobhani, Yevgeniy Vahlis, Ji Chao Zhang
Boosting Model Performance through Differentially Private Model Aggregation. CoRR (2018)
Azin Asgarian, Parinaz Sobhani, Ji Chao Zhang, Madalin Mihailescu, Ariel Sibilia, Ahmed Bilal Ashraf, Babak Taati
A Hybrid Instance-based Transfer Learning Method. CoRR (2018)
Saif M. Mohammad, Parinaz Sobhani, Svetlana Kiritchenko
Stance and Sentiment in Tweets. ACM Trans. Internet Techn. 17 (3) (2017)
Parinaz Sobhani, Diana Inkpen, Xiaodan Zhu
A Dataset for Multi-Target Stance Detection. EACL (2) (2017)
Saif M. Mohammad, Parinaz Sobhani, Svetlana Kiritchenko
Stance and Sentiment in Tweets. CoRR (2016)
Saif Mohammad, Svetlana Kiritchenko, Parinaz Sobhani, Xiao-Dan Zhu, Colin Cherry
SemEval-2016 Task 6: Detecting Stance in Tweets. SemEval@NAACL-HLT (2016)
Parinaz Sobhani, Saif Mohammad, Svetlana Kiritchenko
Detecting Stance in Tweets And Analyzing its Interaction with Sentiment. *SEM@ACL (2016)
Saif Mohammad, Svetlana Kiritchenko, Parinaz Sobhani, Xiao-Dan Zhu, Colin Cherry
A Dataset for Detecting Stance in Tweets. LREC (2016)
Xiao-Dan Zhu, Parinaz Sobhani, Hongyu Guo
DAG-Structured Long Short-Term Memory for Semantic Compositionality. HLT-NAACL (2016)
Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo
Long Short-Term Memory Over Tree Structures. CoRR (2015)
Parinaz Sobhani, Diana Inkpen, Stan Matwin
From Argumentation Mining to Stance Classification. ArgMining@HLT-NAACL (2015)
Xiao-Dan Zhu, Parinaz Sobhani, Hongyu Guo
Long Short-Term Memory Over Recursive Structures. ICML (2015)
Xiaodan Zhu, Hongyu Guo, Parinaz Sobhani
Neural Networks for Integrating Compositional and Non-compositional Sentiment in Sentiment Composition. *SEM@NAACL-HLT (2015)
Parinaz Sobhani, Herna L. Viktor, Stan Matwin
Learning from Imbalanced Data Using Ensemble Methods and Cluster-Based Undersampling. NFMCP (2014)
Parinaz Sobhani, Hamid Beigy
New Drift Detection Method for Data Streams. ICAIS (2011)