Cornelia Caragea

According to our database, Cornelia Caragea authored at least 188 papers between 2005 and 2024.

Collaborative distances:

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

2024

Recurrent Transformers with Dynamic Halt.

Jishnu Ray Chowdhury, Cornelia Caragea

CoRR, 2024

2023

Deep Gated Multi-modal Fusion for Image Privacy Prediction.

Chenye Zhao, Cornelia Caragea

ACM Trans. Web, November, 2023

Language Models (Mostly) Do Not Consider Emotion Triggers When Predicting Emotion.

Smriti Singh, Cornelia Caragea, Junyi Jessy Li

CoRR, 2023

CrisisMatch: Semi-Supervised Few-Shot Learning for Fine-Grained Disaster Tweet Classification.

Henry Peng Zou, Yue Zhou, Cornelia Caragea, Doina Caragea

CoRR, 2023

Sarcasm Detection in a Disaster Context.

Tiberiu Sosea, Junyi Jessy Li, Cornelia Caragea

CoRR, 2023

DMDD: A Large-Scale Dataset for Dataset Mentions Detection.

Huitong Pan, Qi Zhang, Eduard Dragut, Cornelia Caragea, Longin Jan Latecki

CoRR, 2023

Neural Keyphrase Generation: Analysis and Evaluation.

Tuhin Kundu, Jishnu Ray Chowdhury, Cornelia Caragea

CoRR, 2023

Semantic Tokenizer for Enhanced Natural Language Processing.

Sandeep Mehta, Darpan Shah, Ravindra Kulkarni, Cornelia Caragea

CoRR, 2023

TTS: A Target-based Teacher-Student Framework for Zero-Shot Stance Detection.

Yingjie Li, Chenye Zhao, Cornelia Caragea

Proceedings of the ACM Web Conference 2023, 2023

Leveraging Existing Literature on the Web and Deep Neural Models to Build a Knowledge Graph Focused on Water Quality and Health Risks.

Nikita Gautam, David Shumway, Megan Kowalcyk, Sarthak Khanal, Doina Caragea, Cornelia Caragea, Hande McGinty, Samuel Dorevitch

Proceedings of the ACM Web Conference 2023, 2023

Towards Understanding Consumer Healthcare Questions on the Web with Semantically Enhanced Contrastive Learning.

Shweta Yadav, Stefan Cobeli, Cornelia Caragea

Proceedings of the ACM Web Conference 2023, 2023

Recursion in Recursion: Two-Level Nested Recursion for Length Generalization with Scalability.

Jishnu Ray Chowdhury, Cornelia Caragea

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

Efficient Beam Tree Recursion.

Jishnu Ray Chowdhury, Cornelia Caragea

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

Monotonic Location Attention for Length Generalization.

Jishnu Ray Chowdhury, Cornelia Caragea

Proceedings of the International Conference on Machine Learning, 2023

Beam Tree Recursive Cells.

Jishnu Ray Chowdhury, Cornelia Caragea

Proceedings of the International Conference on Machine Learning, 2023

DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank.

Henry Peng Zou, Yue Zhou, Weizhi Zhang, Cornelia Caragea

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

JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification.

Henry Peng Zou, Cornelia Caragea

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

EZ-STANCE: A Large Dataset for Zero-Shot Stance Detection.

Chenye Zhao, Cornelia Caragea

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

Multi-Task Knowledge Distillation with Embedding Constraints for Scholarly Keyphrase Boundary Classification.

Seo Park, Cornelia Caragea

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

What Clued the AI Doctor In? On the Influence of Data Source and Quality for Transformer-Based Medical Self-Disclosure Detection.

Mina Valizadeh, Xing Qian, Pardis Ranjbar-Noiey, Cornelia Caragea, Natalie Parde

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

MarginMatch: Improving Semi-Supervised Learning with Pseudo-Margins.

Tiberiu Sosea, Cornelia Caragea

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

C-STANCE: A Large Dataset for Chinese Zero-Shot Stance Detection.

Chenye Zhao, Yingjie Li, Cornelia Caragea

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Unsupervised Extractive Summarization of Emotion Triggers.

Tiberiu Sosea, Hongli Zhan, Junyi Jessy Li, Cornelia Caragea

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

A New Direction in Stance Detection: Target-Stance Extraction in the Wild.

Yingjie Li, Krishna Garg, Cornelia Caragea

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Distilling Calibrated Knowledge for Stance Detection.

Yingjie Li, Cornelia Caragea

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

Semi-Supervised Domain Adaptation for Emotion-Related Tasks.

Mahshid Hosseini, Cornelia Caragea

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

Data Augmentation for Low-Resource Keyphrase Generation.

Krishna Garg, Jishnu Ray Chowdhury, Cornelia Caragea

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

Towards Identifying Fine-Grained Depression Symptoms from Memes.

Shweta Yadav, Cornelia Caragea, Chenye Zhao, Naincy Kumari, Marvin Solberg, Tanmay Sharma

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Label Smoothing for Emotion Detection (Student Abstract).

George Maratos, Tiberiu Sosea, Cornelia Caragea

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Feature Normalization and Cartography-Based Demonstrations for Prompt-Based Fine-Tuning on Emotion-Related Tasks.

Mahshid Hosseini, Cornelia Caragea

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

On the Evaluation of Answer-Agnostic Paragraph-level Multi-Question Generation.

Jishnu Ray Chowdhury, Debanjan Mahata, Cornelia Caragea

CoRR, 2022

A Data Cartography based MixUp for Pre-trained Language Models.

Seoyeon Park, Cornelia Caragea

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

Emotion analysis and detection during COVID-19.

Tiberiu Sosea, Chau Pham, Alexander Tekle, Cornelia Caragea, Junyi Jessy Li

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

EnsyNet: A Dataset for Encouragement and Sympathy Detection.

Tiberiu Sosea, Cornelia Caragea

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Detecting Optimism in Tweets using Knowledge Distillation and Linguistic Analysis of Optimism.

Stefan Cobeli, Ioan-Bogdan Iordache, Shweta Yadav, Cornelia Caragea, Liviu P. Dinu, Dragos Iliescu

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

PrivacyAlert: A Dataset for Image Privacy Prediction.

Chenye Zhao, Jasmine Mangat, Sujay Koujalgi, Anna Cinzia Squicciarini, Cornelia Caragea

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

Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts.

Hongli Zhan, Tiberiu Sosea, Cornelia Caragea, Junyi Jessy Li

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Leveraging Training Dynamics and Self-Training for Text Classification.

Tiberiu Sosea, Cornelia Caragea

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

Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference.

Mobashir Sadat, Cornelia Caragea

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

Hierarchical Multi-Label Classification of Scientific Documents.

Mobashir Sadat, Cornelia Caragea

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Calibrating Student Models for Emotion-related Tasks.

Mahshid Hosseini, Cornelia Caragea

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Keyphrase Generation Beyond the Boundaries of Title and Abstract.

Krishna Garg, Jishnu Ray Chowdhury, Cornelia Caragea

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

KPDROP: Improving Absent Keyphrase Generation.

Jishnu Ray Chowdhury, Seoyeon Park, Tuhin Kundu, Cornelia Caragea

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

Towards Summarizing Healthcare Questions in Low-Resource Setting.

Shweta Yadav, Cornelia Caragea

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Multimodal Semi-supervised Learning for Disaster Tweet Classification.

Iustin Sirbu, Tiberiu Sosea, Cornelia Caragea, Doina Caragea, Traian Rebedea

Proceedings of the 29th International Conference on Computational Linguistics, 2022

A New Public Corpus for Clinical Section Identification: MedSecId.

Paul Landes, Kunal Patel, Sean S. Huang, Adam Webb, Barbara Di Eugenio, Cornelia Caragea

Proceedings of the 29th International Conference on Computational Linguistics, 2022

SciNLI: A Corpus for Natural Language Inference on Scientific Text.

Mobashir Sadat, Cornelia Caragea

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

On the Calibration of Pre-trained Language Models using Mixup Guided by Area Under the Margin and Saliency.

Seoyeon Park, Cornelia Caragea

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Special section on mining knowledge from scientific data.

Tanmoy Chakraborty, Sumit Bhatia, Cornelia Caragea

Expert Syst. J. Knowl. Eng., 2021

KPDrop: An Approach to Improving Absent Keyphrase Generation.

Seoyeon Park, Jishnu Ray Chowdhury, Tuhin Kundu, Cornelia Caragea

CoRR, 2021

Generating Summaries for Scientific Paper Review.

Ana Sabina Uban, Cornelia Caragea

CoRR, 2021

DeepZensols: Deep Natural Language Processing Framework.

Paul Landes, Barbara Di Eugenio, Cornelia Caragea

CoRR, 2021

When a crisis strikes: Emotion analysis and detection during COVID-19.

Alexander Tekle, Chau Pham, Cornelia Caragea, Junyi Jessy Li

CoRR, 2021

Knowledge Distillation with BERT for Image Tag-Based Privacy Prediction.

Chenye Zhao, Cornelia Caragea

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Identifying Medical Self-Disclosure in Online Communities.

Mina Valizadeh, Pardis Ranjbar-Noiey, Cornelia Caragea, Natalie Parde

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

Target-Aware Data Augmentation for Stance Detection.

Yingjie Li, Cornelia Caragea

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

Using the Image-Text Relationship to Improve Multimodal Disaster Tweet Classification.

Tiberiu Sosea, Iustin Sirbu, Cornelia Caragea, Doina Caragea, Traian Rebedea

Proceedings of the 18th International Conference on Information Systems for Crisis Response and Management, 2021

Combining Self-training with Deep Learning for Disaster Tweet Classification.

Hongmin Li, Doina Caragea, Cornelia Caragea

Proceedings of the 18th International Conference on Information Systems for Crisis Response and Management, 2021

Modeling Hierarchical Structures with Continuous Recursive Neural Networks.

Jishnu Ray Chowdhury, Cornelia Caragea

Proceedings of the 38th International Conference on Machine Learning, 2021

Improving Stance Detection with Multi-Dataset Learning and Knowledge Distillation.

Yingjie Li, Chenye Zhao, Cornelia Caragea

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

Distilling Knowledge for Empathy Detection.

Mahshid Hosseini, Cornelia Caragea

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Exploiting Position and Contextual Word Embeddings for Keyphrase Extraction from Scientific Papers.

Krutarth Patel, Cornelia Caragea

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

Studying the Evolution of Scientific Topics and their Relationships.

Ana Sabina Uban, Cornelia Caragea, Liviu P. Dinu

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

eMLM: A New Pre-training Objective for Emotion Related Tasks.

Tiberiu Sosea, Cornelia Caragea

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

P-Stance: A Large Dataset for Stance Detection in Political Domain.

Yingjie Li, Tiberiu Sosea, Aditya Sawant, Ajith Jayaraman Nair, Diana Inkpen, Cornelia Caragea

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

A Multi-Task Learning Framework for Multi-Target Stance Detection.

Yingjie Li, Cornelia Caragea

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

Stance Detection in COVID-19 Tweets.

Kyle Glandt, Sarthak Khanal, Yingjie Li, Doina Caragea, Cornelia Caragea

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

Author Homepage Discovery in CiteSeerX.

Krutarth Patel, Cornelia Caragea, Doina Caragea, C. Lee Giles

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

It Takes Two to Empathize: One to Seek and One to Provide.

Mahshid Hosseini, Cornelia Caragea

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

2020

Image Privacy Prediction Using Deep Neural Networks.

Ashwini Tonge, Cornelia Caragea

ACM Trans. Web, 2020

Interpretable Multi-Step Reasoning with Knowledge Extraction on Complex Healthcare Question Answering.

Ye Liu, Shaika Chowdhury, Chenwei Zhang, Cornelia Caragea, Philip S. Yu

CoRR, 2020

Dynamic Classification in Web Archiving Collections.

Krutarth Patel, Cornelia Caragea, Mark E. Phillips

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Identifying Documents In-Scope of a Collection from Web Archives.

Krutarth Patel, Cornelia Caragea, Mark E. Phillips, Nathaniel T. Fox

Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Keyphrase Extraction in Scholarly Digital Library Search Engines.

Krutarth Patel, Cornelia Caragea, Jian Wu, C. Lee Giles

Proceedings of the Web Services - ICWS 2020, 2020

CancerEmo: A Dataset for Fine-Grained Emotion Detection.

Tiberiu Sosea, Cornelia Caragea

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

On the Use of Web Search to Improve Scientific Collections.

Krutarth Patel, Cornelia Caragea, Sujatha Das Gollapalli

Proceedings of the First Workshop on Scholarly Document Processing, 2020

COVIDSeer: Extending the CORD-19 Dataset.

Shaurya Rohatgi, Zeba Karishma, Jason Chhay, Sai Raghav Reddy Keesara, Jian Wu, Cornelia Caragea, C. Lee Giles

Proceedings of the DocEng '20: ACM Symposium on Document Engineering 2020, Virtual Event, CA, USA, September 29, 2020

Scientific Keyphrase Identification and Classification by Pre-Trained Language Models Intermediate Task Transfer Learning.

Seoyeon Park, Cornelia Caragea

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Detecting Perceived Emotions in Hurricane Disasters.

Shrey Desai, Cornelia Caragea, Junyi Jessy Li

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup.

Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2020

A Multi-Task Learning Approach to Sarcasm Detection (Student Abstract).

Edoardo Savini, Cornelia Caragea

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Exploring Abstract Concepts for Image Privacy Prediction in Social Networks (Student Abstract).

Gabriele Galfré, Cornelia Caragea

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

On Identifying Hashtags in Disaster Twitter Data.

Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Privacy-aware Tag Recommendation for Accurate Image Privacy Prediction.

Ashwini Tonge, Cornelia Caragea

ACM Trans. Intell. Syst. Technol., 2019

A Hybrid Domain Adaptation Approach for Identifying Crisis-Relevant Tweets.

Reza Mazloom, Hongmin Li, Doina Caragea, Cornelia Caragea, Muhammad Imran

Int. J. Inf. Syst. Crisis Response Manag., 2019

Dynamic Deep Multi-modal Fusion for Image Privacy Prediction.

Ashwini Tonge, Cornelia Caragea

Proceedings of the World Wide Web Conference, 2019

Keyphrase Extraction from Disaster-related Tweets.

Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea

Proceedings of the World Wide Web Conference, 2019

Bi-LSTM-CRF Sequence Labeling for Keyphrase Extraction from Scholarly Documents.

Rabah A. Al-Zaidy, Cornelia Caragea, C. Lee Giles

Proceedings of the World Wide Web Conference, 2019

Exploring Word Embeddings in CRF-based Keyphrase Extraction from Research Papers.

Krutarth Patel, Cornelia Caragea

Proceedings of the 10th International Conference on Knowledge Capture, 2019

Sympathy Detection in Disaster Twitter Data.

Yingjie Li, Seoyeon Park, Cornelia Caragea, Doina Caragea, Andrea H. Tapia

Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management, 2019

Identifying Disaster Damage Images Using a Domain Adaptation Approach.

Xukun Li, Doina Caragea, Cornelia Caragea, Muhammad Imran, Ferda Ofli

Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management, 2019

Refining a Coding Scheme to Identify Actionable Information on Social Media.

Jess Kropczynski, Rob Grace, Shane E. Halse, Doina Caragea, Cornelia Caragea, Andrea H. Tapia

Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management, 2019

Multi-Task Stance Detection with Sentiment and Stance Lexicons.

Yingjie Li, Cornelia Caragea

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

The Myth of Double-Blind Review Revisited: ACL vs. EMNLP.

Cornelia Caragea, Ana Sabina Uban, Liviu P. Dinu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Paths to Empathy: Heterogeneous Effects of Reading Personal Stories Online.

Mahnaz Roshanaei, Christopher Tran, Sylvia Morelli, Cornelia Caragea, Elena Zheleva

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

Dynamically Identifying Deep Multimodal Features for Image Privacy Prediction.

Ashwini Tonge, Cornelia Caragea

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Cleaning Noisy and Heterogeneous Metadata for Record Linking across Scholarly Big Datasets.

Athar Sefid, Jian Wu, Allen C. Ge, Jing Zhao, Lu Liu, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Machine Learning in Computational Biology.

Cornelia Caragea, Vasant G. Honavar

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Vertical Ensemble Co-Training for Text Classification.

Gilad Katz, Cornelia Caragea, Asaf Shabtai

ACM Trans. Intell. Syst. Technol., 2018

Domain Adaptation for Crisis Data Using Correlation Alignment and Self-Training.

Hongmin Li, Oleksandra Sopova, Doina Caragea, Cornelia Caragea

Int. J. Inf. Syst. Crisis Response Manag., 2018

On the Use of "Deep" Features for Online Image Sharing.

Ashwini Tonge, Cornelia Caragea

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Fine-Grained Information Identification in Health Related Posts.

Hamed Khanpour, Cornelia Caragea

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Deep Neural Networks versus Naive Bayes Classifiers for Identifying Informative Tweets during Disasters.

Venkata Kishore Neppalli, Cornelia Caragea, Doina Caragea

Proceedings of the 15th International Conference on Information Systems for Crisis Response and Management, 2018

Classification of Twitter Disaster Data Using a Hybrid Feature-Instance Adaptation Approach.

Reza Mazloom, HongMin Li, Doina Caragea, Muhammad Imran, Cornelia Caragea

Proceedings of the 15th International Conference on Information Systems for Crisis Response and Management, 2018

Privacy-Aware Tag Recommendation for Image Sharing.

Ashwini Tonge, Cornelia Caragea, Anna Cinzia Squicciarini

Proceedings of the 29th on Hypertext and Social Media, 2018

Venue Classification of Research Papers in Scholarly Digital Libraries.

Cornelia Caragea, Corina Florescu

Proceedings of the Digital Libraries for Open Knowledge, 2018

Fine-Grained Emotion Detection in Health-Related Online Posts.

Hamed Khanpour, Cornelia Caragea

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Exploring Optimism and Pessimism in Twitter Using Deep Learning.

Cornelia Caragea, Liviu P. Dinu, Bogdan Dumitru

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Uncovering Scene Context for Predicting Privacy of Online Shared Images.

Ashwini Tonge, Cornelia Caragea, Anna Cinzia Squicciarini

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Identifying Emotional Support in Online Health Communities.

Hamed Khanpour, Cornelia Caragea, Prakhar Biyani

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Toward Automated Online Photo Privacy.

Anna Cinzia Squicciarini, Cornelia Caragea, Rahul Balakavi

ACM Trans. Web, 2017

From Tag to Protect: A Tag-Driven Policy Recommender System for Image Sharing.

Anna Cinzia Squicciarini, Andrea Novelli, Dan Lin, Cornelia Caragea, Haoti Zhong

Proceedings of the 15th Annual Conference on Privacy, Security and Trust, 2017

Towards Practical Usage of a Domain Adaptation Algorithm in the Early Hours of a Disaster.

Hongmin Li, Doina Caragea, Cornelia Caragea

Proceedings of the 14th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2017

Identifying Empathetic Messages in Online Health Communities.

Hamed Khanpour, Cornelia Caragea, Prakhar Biyani

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

A Group-Based Personalized Model for Image Privacy Classification and Labeling.

Haoti Zhong, Anna Cinzia Squicciarini, David J. Miller, Cornelia Caragea

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A New Scheme for Scoring Phrases in Unsupervised Keyphrase Extraction.

Corina Florescu, Cornelia Caragea

Proceedings of the Advances in Information Retrieval, 2017

PositionRank: An Unsupervised Approach to Keyphrase Extraction from Scholarly Documents.

Corina Florescu, Cornelia Caragea

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

A Position-Biased PageRank Algorithm for Keyphrase Extraction.

Corina Florescu, Cornelia Caragea

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Predicting Tweet Retweetability during Hurricane Disasters.

Venkata Kishore Neppalli, Cornelia Caragea, Doina Caragea, Murilo Cerqueira Medeiros, Andrea H. Tapia, Shane E. Halse

Int. J. Inf. Syst. Crisis Response Manag., 2016

A Search/Crawl Framework for Automatically Acquiring Scientific Documents.

Sujatha Das Gollapalli, Krutarth Patel, Cornelia Caragea

CoRR, 2016

Reports of the 2016 AAAI Workshop Program.

Stefano V. Albrecht, Bruno Bouchard, John S. Brownstein, David L. Buckeridge, Cornelia Caragea, Kevin M. Carter, Adnan Darwiche, Blaz Fortuna, Yannick Francillette, Sébastien Gaboury, C. Lee Giles, Marko Grobelnik, Estevam R. Hruschka Jr., Jeffrey O. Kephart, Parisa Kordjamshidi, Viliam Lisý, Daniele Magazzeni, João Marques-Silva, Pierre Marquis, David R. Martinez, Marek P. Michalowski, Arash Shaban-Nejad, Zeinab Noorian, Enrico Pontelli, Alex Rogers, Stephanie Rosenthal, Dan Roth, Arunesh Sinha, William W. Streilein, Sylvie Thiébaux, Tran Cao Son, Byron C. Wallace, Toby Walsh, Michael Witbrock, Jie Zhang

AI Mag., 2016

Retweetability Analysis and Prediction during Hurricane Sandy.

Venkata Kishore Neppalli, Murilo Cerqueira Medeiros, Cornelia Caragea, Doina Caragea, Andrea H. Tapia, Shane E. Halse

Proceedings of the 13th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2016

Tweet Factors Influencing Trust and Usefulness During Both Man-Made and Natural Disasters.

Shane Errol Halse, Andrea H. Tapia, Anna Cinzia Squicciarini, Cornelia Caragea

Proceedings of the 13th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2016

An Emotional Step Towards Automated Trust Detection in Crisis Social Media.

Shane Errol Halse, Andrea H. Tapia, Anna Cinzia Squicciarini, Cornelia Caragea

Proceedings of the 13th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2016

Identifying Informative Messages in Disasters using Convolutional Neural Networks.

Cornelia Caragea, Adrian Silvescu, Andrea H. Tapia

Proceedings of the 13th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2016

Content-Driven Detection of Cyberbullying on the Instagram Social Network.

Haoti Zhong, Hao Li, Anna Cinzia Squicciarini, Sarah Michele Rajtmajer, Christopher Griffin, David J. Miller, Cornelia Caragea

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Supervised Keyphrase Extraction as Positive Unlabeled Learning.

Lucas Sterckx, Cornelia Caragea, Thomas Demeester, Chris Develder

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Image Privacy Prediction Using Deep Features.

Ashwini Kishore Tonge, Cornelia Caragea

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

MetaSeer.STEM: Towards Automating Meta-Analyses.

Kishore Neppalli, Cornelia Caragea, Robin Mayes, Kim Nimon, Fred Oswald

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Document Type Classification in Online Digital Libraries.

Cornelia Caragea, Jian Wu, Sujatha Das Gollapalli, C. Lee Giles

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Improving Researcher Homepage Classification with Unlabeled Data.

Sujatha Das Gollapalli, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles

ACM Trans. Web, 2015

Privacy Prediction of Images Shared on Social Media Sites Using Deep Features.

Ashwini Tonge, Cornelia Caragea

CoRR, 2015

Entity-Specific Sentiment Classification of Yahoo News Comments.

Prakhar Biyani, Cornelia Caragea, Narayan L. Bhamidipati

CoRR, 2015

CiteSeerX: AI in a Digital Library Search Engine.

Jian Wu, Kyle Mark Williams, Hung-Hsuan Chen, Madian Khabsa, Cornelia Caragea, Suppawong Tuarob, Alexander Ororbia, Douglas Jordan, Prasenjit Mitra, C. Lee Giles

AI Mag., 2015

Reports from the 2015 AAAI Workshop Program.

Stefano V. Albrecht, J. Christopher Beck, David L. Buckeridge, Adi Botea, Cornelia Caragea, Chi-Hung Chi, Theodoros Damoulas, Bistra Dilkina, Eric Eaton, Pooyan Fazli, Sam Ganzfried, Marius Lindauer, Marlos C. Machado, Yuri Malitsky, Gary Marcus, Sebastiaan A. Meijer, Francesca Rossi, Arash Shaban-Nejad, Sylvie Thiébaux, Manuela M. Veloso, Toby Walsh, Can Wang, Jie Zhang, Yu Zheng

AI Mag., 2015

The Importance of Pronouns to Sentiment Analysis: Online Cancer Survivor Network Case Study.

Nir Ofek, Lior Rokach, Cornelia Caragea, John Yen

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

A Comparison of Supervised Keyphrase Extraction Models.

Florin Adrian Bulgarov, Cornelia Caragea

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

PDFMEF: A Multi-Entity Knowledge Extraction Framework for Scholarly Documents and Semantic Search.

Jian Wu, Jason Killian, Huaiyu Yang, Kyle Williams, Sagnik Ray Choudhury, Suppawong Tuarob, Cornelia Caragea, C. Lee Giles

Proceedings of the 8th International Conference on Knowledge Capture, 2015

Twitter Mining for Disaster Response: A Domain Adaptation Approach.

Hongmin Li, Nicolais Guevara, Nic Herndon, Doina Caragea, Kishore Neppalli, Cornelia Caragea, Anna Cinzia Squicciarini, Andrea H. Tapia

Proceedings of the 12th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2015

Co-Training for Topic Classification of Scholarly Data.

Cornelia Caragea, Florin Adrian Bulgarov, Rada Mihalcea

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Using Subjectivity Analysis to Improve Thread Retrieval in Online Forums.

Prakhar Biyani, Sumit Bhatia, Cornelia Caragea, Prasenjit Mitra

Proceedings of the Advances in Information Retrieval, 2015

An Analysis of Twitter Data on E-cigarette Sentiments and Promotion.

Andreea Kamiana Godea, Cornelia Caragea, Florin Adrian Bulgarov, Suhasini Ramisetty-Mikler

Proceedings of the Artificial Intelligence in Medicine, 2015

2014

Using non-lexical features for identifying factual and opinionative threads in online forums.

Prakhar Biyani, Sumit Bhatia, Cornelia Caragea, Prasenjit Mitra

Knowl. Based Syst., 2014

Keyword and Keyphrase Extraction Using Centrality Measures on Collocation Networks.

Shibamouli Lahiri, Sagnik Ray Choudhury, Cornelia Caragea

CoRR, 2014

Document Analysis and Retrieval Tasks in Scientific Digital Libraries.

Sujatha Das Gollapalli, Cornelia Caragea, Xiaoli Li, C. Lee Giles

Proceedings of the Information Retrieval, 2014

Mapping moods: Geo-mapped sentiment analysis during hurricane sandy.

Cornelia Caragea, Anna Cinzia Squicciarini, Sam Stehle, Kishore Neppalli, Andrea H. Tapia

Proceedings of the 11th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2014

Playscript Classification and Automatic Wikipedia Play Articles Generation.

Siddhartha Banerjee, Cornelia Caragea, Prasenjit Mitra

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Analyzing images' privacy for the modern web.

Anna Cinzia Squicciarini, Cornelia Caragea, Rahul Balakavi

Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014

Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach.

Cornelia Caragea, Florin Adrian Bulgarov, Andreea Godea, Sujatha Das Gollapalli

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

CiteSeer x : A Scholarly Big Dataset.

Cornelia Caragea, Jian Wu, Alina Maria Ciobanu, Kyle Williams, Juan Pablo Fernández Ramírez, Hung-Hsuan Chen, Zhaohui Wu, C. Lee Giles

Proceedings of the Advances in Information Retrieval, 2014

Identifying Emotional and Informational Support in Online Health Communities.

Prakhar Biyani, Cornelia Caragea, Prasenjit Mitra, John Yen

Proceedings of the COLING 2014, 2014

Identifying valuable information from twitter during natural disasters.

Brandon Truong, Cornelia Caragea, Anna Cinzia Squicciarini, Andrea H. Tapia

Proceedings of the Connecting Collections, Cultures, and Communities, 2014

Towards building a collection of web archiving research articles.

Brenda Reyes Ayala, Cornelia Caragea

Proceedings of the Connecting Collections, Cultures, and Communities, 2014

CiteSeerX: AI in a Digital Library Search Engine.

Jian Wu, Kyle Mark Williams, Hung-Hsuan Chen, Madian Khabsa, Cornelia Caragea, Alexander Ororbia, Douglas Jordan, C. Lee Giles

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Extracting Keyphrases from Research Papers Using Citation Networks.

Sujatha Das Gollapalli, Cornelia Caragea

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Researcher homepage classification using unlabeled data.

Sujatha Das Gollapalli, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles

Proceedings of the 22nd International World Wide Web Conference, 2013

Improving Sentiment Analysis in an Online Cancer Survivor Community Using Dynamic Sentiment Lexicon.

Nir Ofek, Cornelia Caragea, Lior Rokach, Prakhar Biyani, Prasenjit Mitra, John Yen, Kenneth Portier, Greta E. Greer

Proceedings of the 2013 International Conference on Social Intelligence and Technology, 2013

Can't see the forest for the trees?: a citation recommendation system.

Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra, C. Lee Giles

Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2013

2013 international workshop on computational scientometrics: theory and applications.

Cornelia Caragea, C. Lee Giles, Lior Rokach, Xiaozhong Liu

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Predicting Subjectivity Orientation of Online Forum Threads.

Prakhar Biyani, Cornelia Caragea, Prasenjit Mitra

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

Co-training over domain-independent and domain-dependent features for sentiment analysis of an online cancer support community.

Prakhar Biyani, Cornelia Caragea, Prasenjit Mitra, Chong Zhou, John Yen, Greta E. Greer, Kenneth Portier

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

Specialized Research Datasets in the CiteSeer^x Digital Library.

Sumit Bhatia, Cornelia Caragea, Hung-Hsuan Chen, Jian Wu, Pucktada Treeratpituk, Zhaohui Wu, Madian Khabsa, Prasenjit Mitra, C. Lee Giles

D Lib Mag., 2012

Protein-RNA interface residue prediction using machine learning: an assessment of the state of the art.

Rasna R. Walia, Cornelia Caragea, Benjamin A. Lewis, Fadi Towfic, Michael Terribilini, Yasser El-Manzalawy, Drena Dobbs, Vasant G. Honavar

BMC Bioinform., 2012

Thread Specific Features are Helpful for Identifying Subjectivity Orientation of Online Forum Threads.

Prakhar Biyani, Sumit Bhatia, Cornelia Caragea, Prasenjit Mitra

Proceedings of the COLING 2012, 2012

Recommending citations: translating papers into references.

Wenyi Huang, Saurabh Kataria, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles, Lior Rokach

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

I want what i need!: analyzing subjectivity of online forum threads.

Prakhar Biyani, Cornelia Caragea, Amit Singh, Prasenjit Mitra

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Combining Hashing and Abstraction in Sparse High Dimensional Feature Spaces.

Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Get Online Support, Feel Better - Sentiment Analysis and Dynamics in an Online Cancer Survivor Community.

Baojun Qiu, Kang Zhao, Prasenjit Mitra, Dinghao Wu, Cornelia Caragea, John Yen, Greta E. Greer, Kenneth Portier

Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Classifying Scientific Publications Using Abstract Features.

Cornelia Caragea, Adrian Silvescu, Saurabh Kataria, Doina Caragea, Prasenjit Mitra

Proceedings of the Ninth Symposium on Abstraction, Reformulation, and Approximation, 2011

On identifying academic homepages for digital libraries.

Sujatha Das Gollapalli, C. Lee Giles, Prasenjit Mitra, Cornelia Caragea

Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

Classifying text messages for the haiti earthquake.

Cornelia Caragea, Nathan J. McNeese, Anuj R. Jaiswal, Greg Traylor, Hyun-Woo Kim, Prasenjit Mitra, Dinghao Wu, Andrea H. Tapia, C. Lee Giles, Bernard J. Jansen, John Yen

Proceedings of the 8th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2011

Context Sensitive Topic Models for Author Influence in Document Networks.

Saurabh Kataria, Prasenjit Mitra, Cornelia Caragea, C. Lee Giles

Proceedings of the IJCAI 2011, 2011

Protein Sequence Classification Using Feature Hashing.

Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2010

Struct-NB: predicting protein-RNA binding sites using structural features.

Fadi Towfic, Cornelia Caragea, David C. Gemperline, Drena Dobbs, Vasant G. Honavar

Int. J. Data Min. Bioinform., 2010

Semi-supervised prediction of protein subcellular localization using abstraction augmented Markov models.

Cornelia Caragea, Doina Caragea, Adrian Silvescu, Vasant G. Honavar

BMC Bioinform., 2010

Abstraction Augmented Markov Models.

Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant G. Honavar

Proceedings of the ICDM 2010, 2010

Semi-supervised sequence classification using abstraction augmented Markov models.

Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant G. Honavar

Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

2009

Machine Learning in Computational Biology.

Cornelia Caragea, Vasant G. Honavar

Proceedings of the Encyclopedia of Database Systems, 2009

Mixture of experts models to exploit global sequence similarity on biomolecular sequence labeling.

Cornelia Caragea, Jivko Sinapov, Drena Dobbs, Vasant G. Honavar

BMC Bioinform., 2009

Learning Link-Based Naïve Bayes Classifiers from Ontology-Extended Distributed Data.

Cornelia Caragea, Doina Caragea, Vasant G. Honavar

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2009, 2009

Learning Link-Based Classifiers from Ontology-Extended Textual Data.

Cornelia Caragea, Doina Caragea, Vasant G. Honavar

Proceedings of the ICTAI 2009, 2009

Combining Super-Structuring and Abstraction on Sequence Classification.

Adrian Silvescu, Cornelia Caragea, Vasant G. Honavar

Proceedings of the ICDM 2009, 2009

2008

Learning Classifiers from Large Databases Using Statistical Queries.

Neeraj Koul, Cornelia Caragea, Vasant G. Honavar, Vikas Bahirwani, Doina Caragea

Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Striking Similarities in Diverse Telomerase Proteins Revealed by Combining Structure Prediction and Machine Learning Approaches.

Jae-Hyung Lee, Michael Hamilton, Colin Gleeson, Cornelia Caragea, Peter Zaback, Jeffry D. Sander, Li C. Xue, Feihong Wu, Michael Terribilini, Vasant G. Honavar, Drena Dobbs

Proceedings of the Biocomputing 2008, 2008

Using Global Sequence Similarity to Enhance Biological Sequence Labeling.

Cornelia Caragea, Jivko Sinapov, Drena Dobbs, Vasant G. Honavar

Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

2007

Glycosylation site prediction using ensembles of Support Vector Machine classifiers.

Cornelia Caragea, Jivko Sinapov, Adrian Silvescu, Drena Dobbs, Vasant G. Honavar

BMC Bioinform., 2007

Assessing the Performance of Macromolecular Sequence Classifiers.

Cornelia Caragea, Jivko Sinapov, Vasant G. Honavar, Drena Dobbs

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2005

Learning Support Vector Machines from Distributed Data Sources.

Cornelia Caragea, Doina Caragea, Vasant G. Honavar

Proceedings of the Proceedings, 2005