New Drift Detection Method for Data Streams. - Parinaz Sobhani; Hamid Beigy (ICAIS, 2011)

Learning from Imbalanced Data Using Ensemble Methods and Cluster-Based Undersampling. - Parinaz Sobhani; Herna L. Viktor; Stan Matwin (NFMCP, 2014)

Long Short-Term Memory Over Recursive Structures. - Xiaodan Zhu 001; Parinaz Sobhani; Hongyu Guo (ICML, 2015)

From Argumentation Mining to Stance Classification. - Parinaz Sobhani; Diana Inkpen; Stan Matwin (ArgMining@HLT-NAACL, 2015)

Neural Networks for Integrating Compositional and Non-compositional Sentiment in Sentiment Composition. - Xiaodan Zhu 001; Hongyu Guo; Parinaz Sobhani (*SEM@NAACL-HLT, 2015)

Long Short-Term Memory Over Tree Structures. - Xiaodan Zhu 001; Parinaz Sobhani; Hongyu Guo (CoRR, 2015)

A Dataset for Detecting Stance in Tweets. - Saif M. Mohammad; Svetlana Kiritchenko; Parinaz Sobhani; Xiaodan Zhu 001; Colin Cherry (LREC, 2016)

DAG-Structured Long Short-Term Memory for Semantic Compositionality. - Xiaodan Zhu 001; Parinaz Sobhani; Hongyu Guo (HLT-NAACL, 2016)

SemEval-2016 Task 6: Detecting Stance in Tweets. - Saif M. Mohammad; Svetlana Kiritchenko; Parinaz Sobhani; Xiaodan Zhu 001; Colin Cherry (SemEval@NAACL-HLT, 2016)

Detecting Stance in Tweets And Analyzing its Interaction with Sentiment. - Parinaz Sobhani; Saif M. Mohammad; Svetlana Kiritchenko (*SEM@ACL, 2016)

A Dataset for Multi-Target Stance Detection. - Parinaz Sobhani; Diana Inkpen; Xiaodan Zhu 001 (EACL (2), 2017)

Stance and Sentiment in Tweets. - Saif M. Mohammad; Parinaz Sobhani; Svetlana Kiritchenko (ACM Trans. Internet Techn., 2017)

Boosting Model Performance through Differentially Private Model Aggregation. - Sophia Collet; Robert Dadashi; Zahi N. Karam; Chang Liu; Parinaz Sobhani; Yevgeniy Vahlis; Jichao Zhang (CoRR, 2018)

A Hybrid Instance-based Transfer Learning Method. - Azin Asgarian; Parinaz Sobhani; Ji Chao Zhang; Madalin Mihailescu; Ariel Sibilia; Ahmed Bilal Ashraf; Babak Taati (CoRR, 2018)

Exploring deep neural networks for multitarget stance detection. - Parinaz Sobhani; Diana Inkpen; Xiaodan Zhu 001 (Comput. Intell., 2019)

On the Trustworthiness of Tree Ensemble Explainability Methods. - Angeline Yasodhara; Azin Asgarian; Diego Huang; Parinaz Sobhani (CD-MAKE, 2021)

Shrinking Bigfoot: Reducing wav2vec 2.0 footprint. - Zilun Peng; Akshay Budhkar; Ilana Tuil; Jason Levy; Parinaz Sobhani; Raphael Cohen; Jumana Nassour (SustaiNLP@EMNLP, 2021)