Prem Natarajan
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
90
Venues
25
Active years
2006–2026
Best venue rank
A*
Where they publish
- AICDAR12 papers
- AInterspeech11 papers
- A*ACL10 papers
- MulticonferenceICASSP7 papers
- A*CVPR6 papers
- BICPR6 papers
- BICFHR5 papers
- A*ICCV4 papers
- A*AAAI3 papers
- AWACV3 papers
- A*EMNLP3 papers
- BDAS3 papers
- BICIP2 papers
- ANAACL2 papers
- BACCV2 papers
- ARecSys2 papers
- BCOLING1 paper
- AEACL1 paper
- AWSDM1 paper
- A*KDD1 paper
- A*ECCV1 paper
- A*ICDM1 paper
- BIJCNLP1 paper
- BCoNLL1 paper
- CASRU1 paper
Papers
90 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Rescind: Countering Image Misconduct in Biomedical Publications with Vision-Language and State-Space Modeling. | Soumyaroop Nandi, Prem Natarajan |
| 2026 | WACV | Can Image Splicing and Copy-Move Forgery Be Detected by the Same Model? Forensim: An Attention-Based State-Space Approach. | Soumyaroop Nandi, Prem Natarajan |
| 2024 | ACL | Argument-Aware Approach To Event Linking. | I-Hung Hsu, Zihan Xue, Nilay Pochhi, Sahil Bansal, Prem Natarajan, Jayanth Srinivasa, Nanyun Peng |
| 2024 | ACL | TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction. | Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Prem Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji |
| 2024 | COLING | Agenda-Driven Question Generation: A Case Study in the Courtroom Domain. | Yi Ren Fung, Anoop Kumar, Aram Galstyan, Heng Ji, Prem Natarajan |
| 2023 | AAAI | User-Controllable Arbitrary Style Transfer via Entropy Regularization. | Jiaxin Cheng, Yue Wu, Ayush Jaiswal, Xu Zhang, Pradeep Natarajan, Prem Natarajan |
| 2023 | ACL | MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages. | Jack FitzGerald, Christopher Hench, Charith Peris, Scott Mackie, Kay Rottmann, Ana Sanchez, Aaron Nash, Liam Urbach, Vishesh Kakarala, Richa Singh, Swetha Ranganath, Laurie Crist, Misha Britan, Wouter Leeuwis, Gkhan Tr, Prem Natarajan |
| 2023 | ACL | TAGPRIME: A Unified Framework for Relational Structure Extraction. | I-Hung Hsu, Kuan-Hao Huang, Shuning Zhang, Wenxin Cheng, Prem Natarajan, Kai-Wei Chang, Nanyun Peng |
| 2023 | ACL | AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model. | I-Hung Hsu, Zhiyu Xie, Kuan-Hao Huang, Prem Natarajan, Nanyun Peng |
| 2023 | EACL | DeepMaven: Deep Question Answering on Long-Distance Movie/TV Show Videos with Multimedia Knowledge Extraction and Synthesis. | Yi Fung, Han Wang, Tong Wang, Ali Kebarighotbi, Mohit Bansal, Heng Ji, Prem Natarajan |
| 2023 | WSDM | Incorporating Fairness in Large Scale NLU Systems. | Rahul Gupta, Lisa Bauer, Kai-Wei Chang, Jwala Dhamala, Aram Galstyan, Palash Goyal, Qian Hu, Avni Khatri, Rohit Parimi, Charith Peris, Apurv Verma, Richard S. Zemel, Prem Natarajan |
| 2022 | ACL | Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction. | Kuan-Hao Huang, I-Hung Hsu, Prem Natarajan, Kai-Wei Chang, Nanyun Peng |
| 2022 | CVPR | Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering. | Feng Gao, Qing Ping, Govind Thattai, Aishwarya N. Reganti, Ying Nian Wu, Prem Natarajan |
| 2022 | ICIP | MONet: Multi-Scale Overlap Network for Duplication Detection in Biomedical Images. | Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan |
| 2022 | KDD | Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. | Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudr, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gkhan Tr, Prem Natarajan |
| 2022 | NAACL | DEGREE: A Data-Efficient Generation-Based Event Extraction Model. | I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng |
| 2021 | ACL | Societal Biases in Language Generation: Progress and Challenges. | Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng |
| 2021 | CVPR | Style-Aware Normalized Loss for Improving Arbitrary Style Transfer. | Jiaxin Cheng, Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Prem Natarajan |
| 2021 | CVPR | Learning Better Visual Dialog Agents With Pretrained Visual-Linguistic Representation. | Tao Tu, Qing Ping, Govindarajan Thattai, Gkhan Tr, Prem Natarajan |
| 2021 | EMNLP | Lifelong Event Detection with Knowledge Transfer. | Pengfei Yu, Heng Ji, Prem Natarajan |
| 2021 | ICCV | SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation. | Jiaxin Cheng, Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed |
| 2021 | ICCV | BioFors: A Large Biomedical Image Forensics Dataset. | Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan |
| 2021 | NAACL | "Nice Try, Kiddo": Investigating Ad Hominems in Dialogue Responses. | Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng |
| 2020 | EMNLP | Towards Controllable Biases in Language Generation. | Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng |
| 2020 | ICPR | MEG: Multi-Evidence GNN for Multimodal Semantic Forensics. | Ekraam Sabir, Ayush Jaiswal, Wael AbdAlmageed, Prem Natarajan |
| 2019 | CVPR | Recurrent Convolutional Strategies for Face Manipulation Detection in Videos. | Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, Prem Natarajan |
| 2019 | ICASSP | Layout-aware Subfigure Decomposition for Complex Figures in the Biomedical Literature. | Xiangyang Shi, Yue Wu, Huaigu Cao, Gully Burns, Prem Natarajan |
| 2018 | AAAI | A Batch Learning Framework for Scalable Personalized Ranking. | Kuan Liu, Prem Natarajan |
| 2018 | ACCV | Image-to-GPS Verification Through a Bottom-Up Pattern Matching Network. | Jiaxin Cheng, Yue Wu, Wael Abd-Almageed, Prem Natarajan |
| 2018 | ACCV | Weighted Feature Pooling Network in Template-Based Recognition. | Zekun Li, Yue Wu, Wael Abd-Almageed, Prem Natarajan |
| 2018 | ECCV | BusterNet: Detecting Copy-Move Image Forgery with Source/Target Localization. | Yue Wu, Wael Abd-Almageed, Prem Natarajan |
| 2018 | WACV | Image Copy-Move Forgery Detection via an End-to-End Deep Neural Network. | Yue Wu, Wael Abd-Almageed, Prem Natarajan |
| 2017 | ICCV | Self-Organized Text Detection with Minimal Post-processing via Border Learning. | Yue Wu, Prem Natarajan |
| 2017 | ICDAR | 1990 US Census Form Recognition Using CTC Network, WFST Language Model, and Surname Correction. | Huaigu Cao, Stephen Rawls, Prem Natarajan |
| 2017 | ICDAR | Using Convolutional Encoder-Decoder for Document Image Binarization. | Xujun Peng, Huaigu Cao, Prem Natarajan |
| 2017 | ICDAR | Combining Convolutional Neural Networks and LSTMs for Segmentation-Free OCR. | Stephen Rawls, Huaigu Cao, Senthil Kumar, Prem Natarajan |
| 2017 | ICDAR | Implicit Language Model in LSTM for OCR. | Ekraam Sabir, Stephen Rawls, Prem Natarajan |
| 2017 | ICDM | Sequential Heterogeneous Attribute Embedding for Item Recommendation. | Kuan Liu, Xing Shi, Prem Natarajan |
| 2017 | RecSys | WMRB: Learning to Rank in a Scalable Batch Training Approach. | Kuan Liu, Prem Natarajan |
| 2016 | ACL | Modeling Concept Dependencies in a Scientific Corpus. | Jonathan Gordon, Linhong Zhu, Aram Galstyan, Prem Natarajan, Gully Burns |
| 2016 | CVPR | Pooling Faces: Template Based Face Recognition with Pooled Face Images. | Tal Hassner, Iacopo Masi, Jungyeon Kim, Jongmoo Choi, Shai Harel, Prem Natarajan, Grard G. Medioni |
| 2016 | CVPR | Pose-Aware Face Recognition in the Wild. | Iacopo Masi, Stephen Rawls, Grard G. Medioni, Prem Natarajan |
| 2016 | DAS | Document Image Quality Assessment Using Discriminative Sparse Representation. | Xujun Peng, Huaigu Cao, Prem Natarajan |
| 2016 | ICPR | Computationally efficient template-based face recognition. | Yue Wu, Wael Abd-Almageed, Stephen Rawls, Prem Natarajan |
| 2016 | RecSys | Temporal learning and sequence modeling for a job recommender system. | Kuan Liu, Xing Shi, Anoop Kumar, Linhong Zhu, Prem Natarajan |
| 2016 | WACV | Face recognition using deep multi-pose representations. | Wael Abd-Almageed, Yue Wu, Stephen Rawls, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Toy Leksut, Jungyeon Kim, Prem Natarajan, Ram Nevatia, Grard G. Medioni |
| 2015 | ICDAR | Document image OCR accuracy prediction via latent Dirichlet allocation. | Xujun Peng, Huaigu Cao, Prem Natarajan |
| 2014 | DAS | Text Classification via iVector Based Feature Representation. | Shengxin Zha, Xujun Peng, Huaigu Cao, Xiaodan Zhuang, Pradeep Natarajan, Prem Natarajan |
| 2014 | ICFHR | Progress in the Raytheon BBN Arabic Offline Handwriting Recognition System. | Huaigu Cao, Prem Natarajan, Xujun Peng, Krishna Subramanian, David Belanger, Nan Li |
| 2014 | ICFHR | Applications of Recurrent Neural Network Language Model in Offline Handwriting Recognition and Word Spotting. | Nan Li, Jinying Chen, Huaigu Cao, Bing Zhang, Prem Natarajan |
| 2014 | ICPR | Confusion Network Based Recurrent Neural Network Language Modeling for Chinese OCR Error Detection. | Jinying Chen, Yue Wu, Huaigu Cao, Prem Natarajan |
| 2013 | ACL | Incremental Topic-Based Translation Model Adaptation for Conversational Spoken Language Translation. | Sanjika Hewavitharana, Dennis Mehay, Sankaranarayanan Ananthakrishnan, Prem Natarajan |
| 2013 | ICASSP | ASR error detection in a conversational spoken language translation system. | Wei Chen, Sankaranarayanan Ananthakrishnan, Rohit Kumar, Rohit Prasad, Prem Natarajan |
| 2013 | ICASSP | Graph based multimodal word clustering for video event detection. | Aravind Namandi Vembu, Pradeep Natarajan, Shuang Wu, Rohit Prasad, Prem Natarajan |
| 2013 | ICDAR | Multilingual OCR research and applications: an overview. | Xujun Peng, Huaigu Cao, Srirangaraj Setlur, Venu Govindaraju, Prem Natarajan |
| 2013 | ICDAR | Exploiting Stroke Orientation for CRF Based Binarization of Historical Documents. | Xujun Peng, Huaigu Cao, Krishna Subramanian, Rohit Prasad, Prem Natarajan |
| 2013 | Interspeech | Variable-Span out-of-vocabulary named entity detection. | Wei Chen, Sankaranarayanan Ananthakrishnan, Rohit Prasad, Prem Natarajan |
| 2013 | Interspeech | Audio self organized units for high-level event detection. | Xiaodan Zhuang, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan |
| 2012 | DAS | Local Segmentation of Touching Characters Using Contour Based Shape Decomposition. | Le Kang, David S. Doermann, Huaigu Cao, Rohit Prasad, Prem Natarajan |
| 2012 | ICASSP | Automatic pronunciation prediction for text-to-speech synthesis of dialectal arabic in a speech-to-speech translation system. | Sankaranarayanan Ananthakrishnan, Stavros Tsakalidis, Rohit Prasad, Prem Natarajan, Aravind Namandi Vembu |
| 2012 | ICFHR | Applying Discriminatively Optimized Feature Transform for HMM-based Off-Line Handwriting Recognition. | Jin Chen, Bing Zhang, Huaigu Cao, Rohit Prasad, Prem Natarajan |
| 2012 | ICFHR | Statistical Machine Translation as a Language Model for Handwriting Recognition. | Jacob Devlin, Matin Kamali, Krishna Subramanian, Rohit Prasad, Prem Natarajan |
| 2012 | ICPR | Document recognition and translation system for unconstrained Arabic documents. | Huaigu Cao, Jinying Chen, Jacob Devlin, Rohit Prasad, Prem Natarajan |
| 2012 | ICPR | Extracting information from handwritten content in census forms. | Huaigu Cao, Krishna Subramanian, Xujun Peng, Jinying Chen, Rohit Prasad, Prem Natarajan |
| 2012 | Interspeech | Detecting OOV Named-Entities in Conversational Speech. | Rohit Kumar, Rohit Prasad, Sankaranarayanan Ananthakrishnan, Aravind Namandi Vembu, David Stallard, Stavros Tsakalidis, Prem Natarajan |
| 2012 | Interspeech | Robust Event Detection From Spoken Content In Consumer Domain Videos. | Stavros Tsakalidis, Xiaodan Zhuang, Roger Hsiao, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan |
| 2012 | Interspeech | Compact Audio Representation for Event Detection in Consumer Media. | Xiaodan Zhuang, Stavros Tsakalidis, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan |
| 2011 | ACL | On-line Language Model Biasing for Statistical Machine Translation. | Sankaranarayanan Ananthakrishnan, Rohit Prasad, Prem Natarajan |
| 2011 | ICCV | Efficient Orthogonal Matching Pursuit using sparse random projections for scene and video classification. | Shiv Naga Prasad Vitaladevuni, Pradeep Natarajan, Rohit Prasad, Prem Natarajan |
| 2011 | ICDAR | OCR-Driven Writer Identification and Adaptation in an HMM Handwriting Recognition System. | Huaigu Cao, Rohit Prasad, Prem Natarajan |
| 2011 | ICDAR | Handwritten and Typewritten Text Identification and Recognition Using Hidden Markov Models. | Huaigu Cao, Rohit Prasad, Prem Natarajan |
| 2011 | ICDAR | Graph Clustering-Based Ensemble Method for Handwritten Text Line Segmentation. | Vasant Manohar, Shiv Naga Prasad Vitaladevuni, Huaigu Cao, Rohit Prasad, Prem Natarajan |
| 2011 | ICDAR | Baseline Dependent Percentile Features for Offline Arabic Handwriting Recognition. | Pradeep Natarajan, David Belanger, Rohit Prasad, Matin Kamali, Krishna Subramanian, Prem Natarajan |
| 2011 | ICIP | Automated image quality assessment for camera-captured OCR. | Xujun Peng, Huaigu Cao, Krishna Subramanian, Rohit Prasad, Prem Natarajan |
| 2011 | IJCNLP | Source Error-Projection for Sample Selection in Phrase-Based SMT for Resource-Poor Languages. | Sankaranarayanan Ananthakrishnan, Shiv Naga Prasad Vitaladevuni, Rohit Prasad, Prem Natarajan |
| 2010 | CoNLL | A Semi-Supervised Batch-Mode Active Learning Strategy for Improved Statistical Machine Translation. | Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard, Prem Natarajan |
| 2010 | EMNLP | Discriminative Sample Selection for Statistical Machine Translation. | Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard, Prem Natarajan |
| 2010 | ICASSP | Pashto speech recognition with limited pronunciation lexicon. | Rohit Prasad, Stavros Tsakalidis, Ivan Bulyko, Chia-Lin Kao, Prem Natarajan |
| 2010 | ICASSP | Evaluating different confirmation strategies for speech-to-speech translation systems. | David Stallard, Rohit Prasad, Shankar Ananthakrishnan, Fred Choi, Shirin Saleem, Prem Natarajan |
| 2010 | ICFHR | Improvements in HMM Adaptation for Handwriting Recognition Using Writer Identification and Duration Adaptation. | Huaigu Cao, Rohit Prasad, Prem Natarajan |
| 2010 | ICPR | Consensus Network Based Hypotheses Combination for Arabic Offline Handwriting Recognition. | Rohit Prasad, Matin Kamali, David Belanger, Antti-Veikko I. Rosti, Spyros Matsoukas, Prem Natarajan |
| 2010 | Interspeech | Phrase alignment confidence for statistical machine translation. | Sankaranarayanan Ananthakrishnan, Rohit Prasad, Prem Natarajan |
| 2010 | Interspeech | Multi resolution discriminative models for subvocalic speech recognition. | Mark Raugas, Vivek Kumar Rangarajan Sridhar, Rohit Prasad, Prem Natarajan |
| 2010 | Interspeech | Mutual information analysis for feature and sensor subset selection in surface electromyography based speech recognition. | Vivek Kumar Rangarajan Sridhar, Rohit Prasad, Prem Natarajan |
| 2009 | ICDAR | A stroke regeneration method for cleaning rule-lines in handwritten document images. | Huaigu Cao, Rohit Prasad, Prem Natarajan |
| 2007 | ASRU | Semantic translation error rate for evaluating translation systems. | Krishna Subramanian, David Stallard, Rohit Prasad, Shirin Saleem, Prem Natarajan |
| 2007 | ICASSP | Optimal Estimation of Rejection Thresholds for Topic Spotting. | Krishna Subramanian, Rohit Prasad, Prem Natarajan, Richard M. Schwartz |
| 2007 | Interspeech | Improvements in machine translation for English/iraqi speech translation. | Shirin Saleem, Krishna Subramanian, Rohit Prasad, David Stallard, Chia-Lin Kao, Prem Natarajan, Raid Suleiman |
| 2006 | Interspeech | Colloquial Iraqi ASR for speech translation. | Shirin Saleem, Rohit Prasad, Prem Natarajan |
| 2006 | Interspeech | A hybrid phrase-based/statistical speech translation system. | David Stallard, Fred Choi, Kriste Krstovski, Prem Natarajan, Rohit Prasad, Shirin Saleem |