Soroush Vosoughi

According to our database, Soroush Vosoughi authored at least 116 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Interpretable Image Classification with Adaptive Prototype-based Vision Transformers.

Chiyu Ma, Jon Donnelly, Wenjun Liu, Soroush Vosoughi, Cynthia Rudin, Chaofan Chen

CoRR, 2024

Enhanced Detection of Conversational Mental Manipulation Through Advanced Prompting Techniques.

Ivory Yang, Xiaobo Guo, Sean Xie, Soroush Vosoughi

CoRR, 2024

Semantic Compositions Enhance Vision-Language Contrastive Learning.

Maxwell Mbabilla Aladago, Lorenzo Torresani, Soroush Vosoughi

CoRR, 2024

Serial Position Effects of Large Language Models.

Xiaobo Guo, Soroush Vosoughi

CoRR, 2024

Judging the Judges: A Systematic Investigation of Position Bias in Pairwise Comparative Assessments by LLMs.

Lin Shi, Weicheng Ma, Soroush Vosoughi

CoRR, 2024

Enhancing Network Role Modeling: Introducing Attributed Multiplex Structural Role Embedding for Complex Networks.

Lili Wang, Chenghan Huang, Ruiye Yao, Chongyang Gao, Weicheng Ma, Soroush Vosoughi

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models.

Sean Xie, Saeed Hassanpour, Soroush Vosoughi

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

GEM: Generating Engaging Multimodal Content.

Chongyang Gao, Yiren Jian, Natalia Denisenko, Soroush Vosoughi, V. S. Subrahmanian

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Training Socially Aligned Language Models on Simulated Social Interactions.

Ruibo Liu, Ruixin Yang, Chenyan Jia, Ge Zhang, Diyi Yang, Soroush Vosoughi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Aligning Relational Learning with Lipschitz Fairness.

Yaning Jia, Chunhui Zhang, Soroush Vosoughi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Is GPT-4V (ision) All You Need for Automating Academic Data Visualization? Exploring Vision-Language Models' Capability in Reproducing Academic Charts.

Zhehao Zhang, Weicheng Ma, Soroush Vosoughi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Working Memory Identifies Reasoning Limits in Language Models.

Chunhui Zhang, Yiren Jian, Zhongyu Ouyang, Soroush Vosoughi

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality.

Peijun Qing, Chongyang Gao, Yefan Zhou, Xingjian Diao, Yaoqing Yang, Soroush Vosoughi

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts.

Xiaobo Guo, Soroush Vosoughi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

The Computational Anatomy of Humility: Modeling Intellectual Humility in Online Public Discourse.

Xiaobo Guo, Neil Potnis, Melody Yu, Nabeel Gillani, Soroush Vosoughi

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

MentalManip: A Dataset For Fine-grained Analysis of Mental Manipulation in Conversations.

Yuxin Wang, Ivory Yang, Saeed Hassanpour, Soroush Vosoughi

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Simulated Misinformation Susceptibility (SMISTS): Enhancing Misinformation Research with Large Language Model Simulations.

Weicheng Ma, Chunyuan Deng, Aram Moossavi, Lili Wang, Soroush Vosoughi, Diyi Yang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction.

Yiren Jian, Tingkai Liu, Yunzhe Tao, Chunhui Zhang, Soroush Vosoughi, Hongxia Yang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization.

Xiaobo Guo, Soroush Vosoughi

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Quantifying participation biases on social media.

Neeti Pokhriyal, Benjamin Valentino, Soroush Vosoughi

EPJ Data Sci., December, 2023

Towards Sentence Level Inference Attack Against Pre-trained Language Models.

Kang Gu, Ehsanul Kabir, Neha Ramsurrun, Soroush Vosoughi, Shagufta Mehnaz

Proc. Priv. Enhancing Technol., July, 2023

SimVLG: Simple and Efficient Pretraining of Visual Language Generative Models.

Yiren Jian, Tingkai Liu, Yunzhe Tao, Soroush Vosoughi, Hongxia Yang

CoRR, 2023

Training Socially Aligned Language Models in Simulated Human Society.

Ruibo Liu, Ruixin Yang, Chenyan Jia, Ge Zhang, Denny Zhou, Andrew M. Dai, Diyi Yang, Soroush Vosoughi

CoRR, 2023

Knowledge from Large-Scale Protein Contact Prediction Models Can Be Transferred to the Data-Scarce RNA Contact Prediction Task.

Yiren Jian, Chongyang Gao, Chen Zeng, Yunjie Zhao, Soroush Vosoughi

CoRR, 2023

Graph-Level Embedding for Time-Evolving Graphs.

Lili Wang, Chenghan Huang, Xinyuan Cao, Weicheng Ma, Soroush Vosoughi

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Joint Latent Topic Discovery and Expectation Modeling for Financial Markets.

Lili Wang, Chenghan Huang, Chongyang Gao, Weicheng Ma, Soroush Vosoughi

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Bootstrapping Vision-Language Learning with Decoupled Language Pre-training.

Yiren Jian, Chongyang Gao, Soroush Vosoughi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Language models are multilingual chain-of-thought reasoners.

Freda Shi, Mirac Suzgun, Markus Freitag, Xuezhi Wang, Suraj Srivats, Soroush Vosoughi, Hyung Won Chung, Yi Tay, Sebastian Ruder, Denny Zhou, Dipanjan Das, Jason Wei

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Mind's Eye: Grounded Language Model Reasoning through Simulation.

Ruibo Liu, Jason Wei, Shixiang Shane Gu, Te-Yen Wu, Soroush Vosoughi, Claire Cui, Denny Zhou, Andrew M. Dai

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Hyperbolic Node Structural Role Embedding.

Lili Wang, Chenghan Huang, Weicheng Ma, Zhongyang Li, Soroush Vosoughi

Proceedings of the IEEE International Conference on Data Mining, 2023

Improving Representation Learning for Histopathologic Images with Cluster Constraints.

Weiyi Wu, Chongyang Gao, Joseph DiPalma, Soroush Vosoughi, Saeed Hassanpour

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models.

Sean Xie, Soroush Vosoughi, Saeed Hassanpour

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Deciphering Stereotypes in Pre-Trained Language Models.

Weicheng Ma, Henry Scheible, Brian Wang, Goutham Veeramachaneni, Pratim Chowdhary, Alan Sun, Andrew Koulogeorge, Lili Wang, Diyi Yang, Soroush Vosoughi

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Intersectional Stereotypes in Large Language Models: Dataset and Analysis.

Weicheng Ma, Brian Chiang, Tong Wu, Lili Wang, Soroush Vosoughi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Length Does Matter: Summary Length can Bias Summarization Metrics.

Xiaobo Guo, Soroush Vosoughi

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Improving Syntactic Probing Correctness and Robustness with Control Tasks.

Weicheng Ma, Brian Wang, Hefan Zhang, Lili Wang, Rolando Coto-Solano, Saeed Hassanpour, Soroush Vosoughi

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

Dynamic Structural Role Node Embedding for User Modeling in Evolving Networks.

Lili Wang, Chenghan Huang, Ying Lu, Weicheng Ma, Ruibo Liu, Soroush Vosoughi

ACM Trans. Inf. Syst., 2022

Accurate intercensal estimates of energy access to track Sustainable Development Goal 7.

Neeti Pokhriyal, Emmanuel Letouzé, Soroush Vosoughi

EPJ Data Sci., 2022

Robin: A Novel Online Suicidal Text Corpus of Substantial Breadth and Scale.

Daniel M. DiPietro, Vivek Hazari, Soroush Vosoughi

CoRR, 2022

Interpretation Quality Score for Measuring the Quality of interpretability methods.

Yuansheng Xie, Soroush Vosoughi, Saeed Hassanpour

CoRR, 2022

Quantifying and alleviating political bias in language models.

Ruibo Liu, Chenyan Jia, Jason Wei, Guangxuan Xu, Soroush Vosoughi

Artif. Intell., 2022

Dartmouth at SemEval-2022 Task 6: Detection of Sarcasm.

Rishik Lad, Weicheng Ma, Soroush Vosoughi

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

DartmouthCS at SemEval-2022 Task 8: Predicting Multilingual News Article Similarity with Meta-Information and Translation.

Joseph Hajjar, Weicheng Ma, Soroush Vosoughi

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits.

Ruibo Liu, Chenyan Jia, Ge Zhang, Ziyu Zhuang, Tony X. Liu, Soroush Vosoughi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings.

Yiren Jian, Chongyang Gao, Soroush Vosoughi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

TWEETSPIN: Fine-grained Propaganda Detection in Social Media Using Multi-View Representations.

Prashanth Vijayaraghavan, Soroush Vosoughi

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Aligning Generative Language Models with Human Values.

Ruibo Liu, Ge Zhang, Xinyu Feng, Soroush Vosoughi

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Contrastive Learning for Prompt-based Few-shot Language Learners.

Yiren Jian, Chongyang Gao, Soroush Vosoughi

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Embedding Hallucination for Few-shot Language Fine-tuning.

Yiren Jian, Chongyang Gao, Soroush Vosoughi

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

A Large-Scale Longitudinal Multimodal Dataset of State-Backed Information Operations on Twitter.

Xiaobo Guo, Soroush Vosoughi

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

Measuring Media Bias via Masked Language Modeling.

Xiaobo Guo, Weicheng Ma, Soroush Vosoughi

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

Towards Interpretable Deep Reinforcement Learning Models via Inverse Reinforcement Learning.

Yuansheng Xie, Soroush Vosoughi, Saeed Hassanpour

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Going Beyond Accuracy: Interpretability Metrics for CNN Representations of Physiological Signals.

Kang Gu, Temiloluwa Prioleau, Soroush Vosoughi

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Knowledge Infused Decoding.

Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Hassan Awadallah

Proceedings of the Tenth International Conference on Learning Representations, 2022

Non-Parallel Text Style Transfer with Self-Parallel Supervision.

Ruibo Liu, Chongyang Gao, Chenyan Jia, Guangxuan Xu, Soroush Vosoughi

Proceedings of the Tenth International Conference on Learning Representations, 2022

Capturing Topic Framing via Masked Language Modeling.

Xiaobo Guo, Weicheng Ma, Soroush Vosoughi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in English.

Weicheng Ma, Samiha Datta, Lili Wang, Soroush Vosoughi

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

SymptomID: A Framework for Rapid Symptom Identification in Pandemics Using News Reports.

Kang Gu, Soroush Vosoughi, Temiloluwa Prioleau

ACM Trans. Manag. Inf. Syst., 2021

An Interpretable Model for Real-time Tracking of Economic Indicators Using Social Media Data.

Neeti Pokhriyal, Benjamin Valentino, Soroush Vosoughi

Trans. Data Sci., 2021

A Transformer-based Framework for Neutralizing and Reversing the Political Polarity of News Articles.

Ruibo Liu, Chenyan Jia, Soroush Vosoughi

Proc. ACM Hum. Comput. Interact., 2021

Hyperbolic node embedding for temporal networks.

Lili Wang, Chenghan Huang, Weicheng Ma, Ruibo Liu, Soroush Vosoughi

Data Min. Knowl. Discov., 2021

Emotion-based Modeling of Mental Disorders on Social Media.

Xiaobo Guo, Yaojia Sun, Soroush Vosoughi

Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021

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

Yakoob Khan, Weicheng Ma, Soroush Vosoughi

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

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

Aadil Islam, Weicheng Ma, Soroush Vosoughi

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

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

Jason Wei, Chengyu Huang, Soroush Vosoughi, Yu Cheng, Shiqi Xu

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Linguistic Complexity Loss in Text-Based Therapy.

Jason Wei, Kelly Finn, Emma Templeton, Thalia Wheatley, Soroush Vosoughi

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Feature Selection for Multivariate Time Series via Network Pruning.

Kang Gu, Soroush Vosoughi, Temiloluwa Prioleau

Proceedings of the 2021 International Conference on Data Mining, 2021

Political Depolarization of News Articles Using Attribute-Aware Word Embeddings.

Ruibo Liu, Lili Wang, Chenyan Jia, Soroush Vosoughi

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks.

Weicheng Ma, Renze Lou, Kai Zhang, Lili Wang, Soroush Vosoughi

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Text Augmentation in a Multi-Task View.

Jason Wei, Chengyu Huang, Shiqi Xu, Soroush Vosoughi

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Embedding Node Structural Role Identity Using Stress Majorization.

Lili Wang, Chenghan Huang, Weicheng Ma, Ying Lu, Soroush Vosoughi

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Graph Embedding via Diffusion-Wavelets-Based Node Feature Distribution Characterization.

Lili Wang, Chenghan Huang, Weicheng Ma, Xinyuan Cao, Soroush Vosoughi

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks.

Weicheng Ma, Kai Zhang, Renze Lou, Lili Wang, Soroush Vosoughi

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Language Model Augmented Relevance Score.

Ruibo Liu, Jason Wei, Soroush Vosoughi

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Modulating Language Models with Emotions.

Ruibo Liu, Jason Wei, Chenyan Jia, Soroush Vosoughi

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

A Survey of Data Augmentation Approaches for NLP.

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-path.

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

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Mitigating Political Bias in Language Models through Reinforced Calibration.

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

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Improvements and Extensions on Metaphor Detection.

Weicheng Ma, Ruibo Liu, Lili Wang, Soroush Vosoughi

CoRR, 2020

Enhanced Offensive Language Detection Through Data Augmentation.

Ruibo Liu, Guangxuan Xu, Soroush Vosoughi

CoRR, 2020

Not Judging a User by Their Cover: Understanding Harm in Multi-Modal Processing within Social Media Research.

Jiachen Jiang, Soroush Vosoughi

CoRR, 2020

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

Weicheng Ma, Ruibo Liu, Lili Wang, Soroush Vosoughi

CoRR, 2020

Emoji Prediction: Extensions and Benchmarking.

Weicheng Ma, Ruibo Liu, Lili Wang, Soroush Vosoughi

CoRR, 2020

Query-Free Adversarial Transfer via Undertrained Surrogates.

Chris Miller, Soroush Vosoughi

CoRR, 2020

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

Jerry W. Wei, Chengyu Huang, Soroush Vosoughi, Jason Wei

CoRR, 2020

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

Lili Wang, Ruibo Liu, Soroush Vosoughi

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Multi-Modal Identification of State-Sponsored Propaganda on Social Media.

Xiaobo Guo, Soroush Vosoughi

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Social media data reveals signal for public consumer perceptions.

Neeti Pokhriyal, Abenezer Dara, Benjamin Valentino, Soroush Vosoughi

Proceedings of the ICAIF '20: The First ACM International Conference on AI in Finance, 2020

Multi-resolution Annotations for Emoji Prediction.

Weicheng Ma, Ruibo Liu, Lili Wang, Soroush Vosoughi

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

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

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

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Style Change Detection Using BERT.

Aarish Iyer, Soroush Vosoughi

Proceedings of the Working Notes of CLEF 2020, 2020

Embedding Node Structural Role Identity into Hyperbolic Space.

Lili Wang, Ying Lu, Chenghan Huang, Soroush Vosoughi

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

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

Dylan Whang, Soroush Vosoughi

Proceedings of the Sixth Workshop on Noisy User-generated Text, 2020

An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data.

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

Proceedings of the Sixth Workshop on Noisy User-generated Text, 2020

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

Chris Miller, Soroush Vosoughi

Proceedings of the Sixth Workshop on Noisy User-generated Text, 2020

2018

Me, My Echo Chamber, and I: Introspection on Social Media Polarization.

Nabeel Gillani, Ann Yuan, Martin Saveski, Soroush Vosoughi, Deb Roy

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

2017

Rumor Gauge: Predicting the Veracity of Rumors on Twitter.

Soroush Vosoughi, Mostafa 'Neo' Mohsenvand, Deb Roy

ACM Trans. Knowl. Discov. Data, 2017

TweetVista: An AI-Powered Interactive Tool for Exploring Conversations on Twitter.

Prashanth Vijayaraghavan, Soroush Vosoughi, Ann Yuan, Deb Roy

Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

Mapping Twitter Conversation Landscapes.

Soroush Vosoughi, Prashanth Vijayaraghavan, Ann Yuan, Deb Roy

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Twitter Demographic Classification Using Deep Multi-modal Multi-task Learning.

Prashanth Vijayaraghavan, Soroush Vosoughi, Deb Roy

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Human Atlas: A Tool for Mapping Social Networks.

Martin Saveski, Eric Chu, Soroush Vosoughi, Deb Roy

Proceedings of the 25th International Conference on World Wide Web, 2016

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

Soroush Vosoughi, Prashanth Vijayaraghavan, Deb Roy

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

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

Prashanth Vijayaraghavan, Ivan Sysoev, Soroush Vosoughi, Deb Roy

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Tweet Acts: A Speech Act Classifier for Twitter.

Soroush Vosoughi, Deb Roy

Proceedings of the Tenth International Conference on Web and Social Media, 2016

A Semi-Automatic Method for Efficient Detection of Stories on Social Media.

Soroush Vosoughi, Deb Roy

Proceedings of the Tenth International Conference on Web and Social Media, 2016

Automatic Detection and Categorization of Election-Related Tweets.

Prashanth Vijayaraghavan, Soroush Vosoughi, Deb Roy

Proceedings of the Tenth International Conference on Web and Social Media, 2016

2015

Enhanced Twitter Sentiment Classification Using Contextual Information.

Soroush Vosoughi, Helen Zhou, Deb Roy

Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, 2015

Digital Stylometry: Linking Profiles Across Social Networks.

Soroush Vosoughi, Helen Zhou, Deb Roy

Proceedings of the Social Informatics - 7th International Conference, 2015

A Human-Machine Collaborative System for Identifying Rumors on Twitter.

Soroush Vosoughi, Deb Roy

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014

Grounding language models in spatiotemporal context.

Brandon C. Roy, Soroush Vosoughi, Deb Roy

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Improving automatic speech recognition through head pose driven visual grounding.

Soroush Vosoughi

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2012

An Automatic Child-Directed Speech Detector for the Study of Child Language Development.

Soroush Vosoughi, Deb Roy

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

A portable audio/video recorder for longitudinal study of child development.

Soroush Vosoughi, Matthew S. Goodwin, Bill Washabaugh, Deb Roy

Proceedings of the International Conference on Multimodal Interaction, 2012

2010

Automatic estimation of transcription accuracy and difficulty.

Brandon Roy, Soroush Vosoughi, Deb Roy

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

2008

Object schemas for grounding language in a responsive robot.

Kai-yuh Hsiao, Stefanie Tellex, Soroush Vosoughi, Rony Kubat, Deb Roy

Connect. Sci., 2008

Object schemas for responsive robotic language use.

Kai-yuh Hsiao, Soroush Vosoughi, Stefanie Tellex, Rony Kubat, Deb Roy

Proceedings of the 3rd ACM/IEEE international conference on Human robot interaction, 2008