Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Soroush Vosoughi

Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-path


Jun 18, 2021
Lili Wang, Chongyang Gao, Chenghan Huang, Ruibo Liu, Weicheng Ma, Soroush Vosoughi

* In proceedings of the 35th AAAI Conference on Artificial Intelligence 

  Access Paper or Ask Questions

A Survey of Data Augmentation Approaches for NLP


May 29, 2021
Steven Y. Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura, Eduard Hovy

* Accepted to ACL 2021 Findings. GitHub repo with paper list at https://github.com/styfeng/DataAug4NLP 

  Access Paper or Ask Questions

Mitigating Political Bias in Language Models Through Reinforced Calibration


Apr 30, 2021
Ruibo Liu, Chenyan Jia, Jason Wei, Guangxuan Xu, Lili Wang, Soroush Vosoughi

* In proceedings of the 35th AAAI Conference on Artificial Intelligence 

  Access Paper or Ask Questions

BigGreen at SemEval-2021 Task 1: Lexical Complexity Prediction with Assembly Models


Apr 19, 2021
Aadil Islam, Weicheng Ma, Soroush Vosoughi

* In Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021). Colocated with ACL-IJCNLP 2021 

  Access Paper or Ask Questions

Lone Pine at SemEval-2021 Task 5: Fine-Grained Detection of Hate Speech Using BERToxic


Apr 08, 2021
Yakoob Khan, Weicheng Ma, Soroush Vosoughi

* 7 pages, 3 figures. Accepted at SemEval-2021 Workshop, ACL-IJCNLP 2021 

  Access Paper or Ask Questions

Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning


Mar 12, 2021
Jason Wei, Chengyu Huang, Soroush Vosoughi, Yu Cheng, Shiqi Xu

* To appear at NAACL 2021 

  Access Paper or Ask Questions

Feature Selection for Multivariate Time Series via Network Pruning


Feb 11, 2021
Kang Gu, Soroush Vosoughi, Temiloluwa Prioleau


  Access Paper or Ask Questions

Text Augmentation in a Multi-Task View


Jan 14, 2021
Jason Wei, Chengyu Huang, Shiqi Xu, Soroush Vosoughi

* Accepted to EACL 2021 

  Access Paper or Ask Questions

Political Depolarization of News Articles Using Attribute-aware Word Embeddings


Jan 05, 2021
Ruibo Liu, Lili Wang, Chenyan Jia, Soroush Vosoughi

* In Proceedings of the 15th International AAAI Conference on Weblogs and Social Media (ICWSM 2021) 

  Access Paper or Ask Questions

Social media data reveals signal for public consumer perceptions


Dec 26, 2020
Neeti Pokhriyal, Abenezer Dara, Benjamin Valentino, Soroush Vosoughi

* In Proceedings of the ACM International Conference on AI in Finance (ICAIF '20) 

  Access Paper or Ask Questions

Multi-modal Identification of State-Sponsored Propaganda on Social Media


Dec 24, 2020
Xiaobo Guo, Soroush Vosoughi

* Proceedings of the 25th International Conference on Pattern Recognition (ICPR 2020) 

  Access Paper or Ask Questions

Improvements and Extensions on Metaphor Detection


Dec 07, 2020
Weicheng Ma, Ruibo Liu, Lili Wang, Soroush Vosoughi


  Access Paper or Ask Questions

Dartmouth CS at WNUT-2020 Task 2: Informative COVID-19 Tweet Classification Using BERT


Dec 07, 2020
Dylan Whang, Soroush Vosoughi

* Proceedings of the 6th Workshop on Noisy User-generated Text (W-NUT) at EMNLP 2020 

  Access Paper or Ask Questions

Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification


Dec 07, 2020
Chris Miller, Soroush Vosoughi

* Proceedings of the 6th Workshop on Noisy User-generated Text (W-NUT) at EMNLP 2020 

  Access Paper or Ask Questions

An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data


Dec 07, 2020
Lili Wang, Chongyang Gao, Jason Wei, Weicheng Ma, Ruibo Liu, Soroush Vosoughi

* In proceedings of the 6th Workshop on Noisy User-generated Text (W-NUT) at EMNLP 2020 

  Access Paper or Ask Questions

Enhanced Offensive Language Detection Through Data Augmentation


Dec 05, 2020
Ruibo Liu, Guangxuan Xu, Soroush Vosoughi

* In ICWSM 2020 Data Challenge. Online 

  Access Paper or Ask Questions

Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation


Dec 05, 2020
Ruibo Liu, Guangxuan Xu, Chenyan Jia, Weicheng Ma, Lili Wang, Soroush Vosoughi

* In proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020). Online 

  Access Paper or Ask Questions

Embedding Node Structural Role Identity into Hyperbolic Space


Nov 03, 2020
Lili Wang, Ying Lu, Chenghan Huang, Soroush Vosoughi

* In Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM '20), October 19-23, 2020, Virtual Event, Ireland 

  Access Paper or Ask Questions

Towards Improved Model Design for Authorship Identification: A Survey on Writing Style Understanding


Sep 30, 2020
Weicheng Ma, Ruibo Liu, Lili Wang, Soroush Vosoughi


  Access Paper or Ask Questions

Emoji Prediction: Extensions and Benchmarking


Jul 14, 2020
Weicheng Ma, Ruibo Liu, Lili Wang, Soroush Vosoughi

* In Proceedings of the 9th KDD Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM 20). San Diego, CA, USA, 7 pages 

  Access Paper or Ask Questions

Query-Free Adversarial Transfer via Undertrained Surrogates


Jul 01, 2020
Chris Miller, Soroush Vosoughi


  Access Paper or Ask Questions

Salienteye: Maximizing Engagement While Maintaining Artistic Style on Instagram Using Deep Neural Networks


Jun 13, 2020
Lili Wang, Ruibo Liu, Soroush Vosoughi

* Proceedings of the 2020 International Conference on Multimedia Retrieval. 2020 

  Access Paper or Ask Questions

What Are People Asking About COVID-19? A Question Classification Dataset


May 26, 2020
Jerry Wei, Chengyu Huang, Soroush Vosoughi, Jason Wei


  Access Paper or Ask Questions

Tweet2Vec: Learning Tweet Embeddings Using Character-level CNN-LSTM Encoder-Decoder


Jul 26, 2016
Soroush Vosoughi, Prashanth Vijayaraghavan, Deb Roy

* SIGIR 2016, July 17-21, 2016, Pisa. Proceedings of SIGIR 2016. Pisa, Italy (2016) 

  Access Paper or Ask Questions

DeepStance at SemEval-2016 Task 6: Detecting Stance in Tweets Using Character and Word-Level CNNs


Jun 17, 2016
Prashanth Vijayaraghavan, Ivan Sysoev, Soroush Vosoughi, Deb Roy

* SemEval 2016, San Diego, California. In Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016). San Diego, California 

  Access Paper or Ask Questions

Enhanced Twitter Sentiment Classification Using Contextual Information


May 17, 2016
Soroush Vosoughi, Helen Zhou, Deb Roy

* EMNLP 2015 workshop, WASSA 2015, Lisbon, Portugal. In proceedings of the IEEE ICDM 2015 workshop on Event Analytics using Social Media Data (EASM). Atlantic City, New Jersey 

  Access Paper or Ask Questions

Digital Stylometry: Linking Profiles Across Social Networks


May 17, 2016
Soroush Vosoughi, Helen Zhou, Deb Roy

* SocInfo'15, Beijing, China. In proceedings of the 7th International Conference on Social Informatics (SocInfo 2015). Beijing, China 

  Access Paper or Ask Questions

Tweet Acts: A Speech Act Classifier for Twitter


May 17, 2016
Soroush Vosoughi, Deb Roy

* ICWSM'16, May 17-20, Cologne, Germany. In Proceedings of the 10th AAAI Conference on Weblogs and Social Media (ICWSM 2016). Cologne, Germany 

  Access Paper or Ask Questions