Puneet Mathur

According to our database, Puneet Mathur authored at least 51 papers between 2012 and 2024.

Collaborative distances:

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

2024

DocSynthv2: A Practical Autoregressive Modeling for Document Generation.

Sanket Biswas, Rajiv Jain, Vlad I. Morariu, Jiuxiang Gu, Puneet Mathur, Curtis Wigington, Tong Sun, Josep Lladós

CoRR, 2024

Doc2Command: Furthering Language Guided Document Editing.

Manan Suri, Puneet Mathur, Ramit Sawhney, Preslav Nakov, Dinesh Manocha

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding.

Manan Suri, Puneet Mathur, Franck Dernoncourt, Rajiv Jain, Vlad I. Morariu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha

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

DocScript: Document-level Script Event Prediction.

Puneet Mathur, Vlad I. Morariu, Aparna Garimella, Franck Dernoncourt, Jiuxiang Gu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha, Rajiv Jain

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

DOC-RAG: ASR Language Model Personalization with Domain-Distributed Co-occurrence Retrieval Augmentation.

Puneet Mathur, Zhe Liu, Ke Li, Yingyi Ma, Gil Keren, Zeeshan Ahmed, Dinesh Manocha, Xuedong Zhang

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Saliency-Aware Interpolative Augmentation for Multimodal Financial Prediction.

Samyak Jain, Parth Chhabra, Atula Tejaswi Neerkaje, Puneet Mathur, Ramit Sawhney, Shivam Agarwal, Preslav Nakov, Sudheer Chava, Dinesh Manocha

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

A mobile health application for patients eligible for statin therapy: app development and qualitative feedback on design and usability.

Weidan Cao, Lang Li, Puneet Mathur, John Thompson, M. Wesley Milks

BMC Medical Informatics Decis. Mak., December, 2023

Document Information Extraction, Structure Understanding and manipulation.

Puneet Mathur

PhD thesis, 2023

LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents.

Puneet Mathur, Rajiv Jain, Ashutosh Mehra, Jiuxiang Gu, Franck Dernoncourt, Anandhavelu Natarajan, Quan Hung Tran, Verena Kaynig-Fittkau, Ani Nenkova, Dinesh Manocha, Vlad I. Morariu

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

PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation.

Puneet Mathur, Zhe Liu, Ke Li, Yingyi Ma, Gil Keren, Zeeshan Ahmed, Dinesh Manocha, Xuedong Zhang

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

DocEdit: Language-Guided Document Editing.

Puneet Mathur, Rajiv Jain, Jiuxiang Gu, Franck Dernoncourt, Dinesh Manocha, Vlad I. Morariu

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

2022

Estimating Emotion Contagion on Social Media via Localized Diffusion in Dynamic Graphs.

Trisha Mittal, Puneet Mathur, Rohan Chandra, Apurva Bhatt, Vikram Gupta, Debdoot Mukherjee, Aniket Bera, Dinesh Manocha

CoRR, 2022

DocTime: A Document-level Temporal Dependency Graph Parser.

Puneet Mathur, Vlad I. Morariu, Verena Kaynig-Fittkau, Jiuxiang Gu, Franck Dernoncourt, Quan Hung Tran, Ani Nenkova, Dinesh Manocha, Rajiv Jain

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

MONOPOLY: Financial Prediction from MONetary POLicY Conference Videos Using Multimodal Cues.

Puneet Mathur, Atula Tejaswi Neerkaje, Malika Chhibber, Ramit Sawhney, Fuming Guo, Franck Dernoncourt, Sanghamitra Dutta, Dinesh Manocha

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

PISA: PoIncaré Saliency-Aware Interpolative Augmentation.

Ramit Sawhney, Megh Thakkar, Vishwa Shah, Puneet Mathur, Vasu Sharma, Dinesh Manocha

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis.

Puneet Mathur, Franck Dernoncourt, Quan Hung Tran, Jiuxiang Gu, Ani Nenkova, Vlad I. Morariu, Rajiv Jain, Dinesh Manocha

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection.

Puneet Mathur, Gautam Kunapuli, Riyaz Bhat, Manish Shrivastava, Dinesh Manocha, Maneesh Singh

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

DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents.

Puneet Mathur, Mihir Goyal, Ramit Sawhney, Ritik Mathur, Jochen L. Leidner, Franck Dernoncourt, Dinesh Manocha

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

3MASSIV: Multilingual, Multimodal and Multi-Aspect dataset of Social Media Short Videos.

Vikram Gupta, Trisha Mittal, Puneet Mathur, Vaibhav Mishra, Mayank Maheshwari, Aniket Bera, Debdoot Mukherjee, Dinesh Manocha

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Multitask Learning for Emotionally Analyzing Sexual Abuse Disclosures.

Ramit Sawhney, Puneet Mathur, Taru Jain, Akash Kumar Gautam, Rajiv Ratn Shah

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

Dynamic Graph Modeling Of Simultaneous EEG And Eye-Tracking Data For Reading Task Identification.

Puneet Mathur, Trisha Mittal, Dinesh Manocha

Proceedings of the IEEE International Conference on Acoustics, 2021

Meta-Learning for Low-Resource Speech Emotion Recognition.

Suransh Chopra, Puneet Mathur, Ramit Sawhney, Rajiv Ratn Shah

Proceedings of the IEEE International Conference on Acoustics, 2021

Affect2MM: Affective Analysis of Multimedia Content Using Emotion Causality.

Trisha Mittal, Puneet Mathur, Aniket Bera, Dinesh Manocha

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines.

Ramit Sawhney, Mihir Goyal, Prakhar Goel, Puneet Mathur, Rajiv Ratn Shah

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

TIMERS: Document-level Temporal Relation Extraction.

Puneet Mathur, Rajiv Jain, Franck Dernoncourt, Vlad I. Morariu, Quan Hung Tran, Dinesh Manocha

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

2020

An Iterative Approach for Identifying Complaint Based Tweets in Social Media Platforms.

Gyanesh Anand, Akash Kumar Gautam, Puneet Mathur, Debanjan Mahata, Rajiv Ratn Shah, Ramit Sawhney

CoRR, 2020

Multimodal Multi-Task Financial Risk Forecasting.

Ramit Sawhney, Puneet Mathur, Ayush Mangal, Piyush Khanna, Rajiv Ratn Shah, Roger Zimmermann

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Risk Forecasting from Earnings Calls Acoustics and Network Correlations.

Ramit Sawhney, Arshiya Aggarwal, Piyush Khanna, Puneet Mathur, Taru Jain, Rajiv Ratn Shah

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

#MeTooMA: Multi-Aspect Annotations of Tweets Related to the MeToo Movement.

Akash Kumar Gautam, Puneet Mathur, Rakesh Gosangi, Debanjan Mahata, Ramit Sawhney, Rajiv Ratn Shah

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

Mixup Multi-Attention Multi-Tasking Model for Early-Stage Leukemia Identification.

Puneet Mathur, Mehak Piplani, Ramit Sawhney, Amit Jindal, Rajiv Ratn Shah

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Rethinking Retinal Landmark Localization as Pose Estimation: Naïve Single Stacked Network for Optic Disk and Fovea Detection.

Shishira R. Maiya, Puneet Mathur

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

VolTAGE: Volatility Forecasting via Text Audio Fusion with Graph Convolution Networks for Earnings Calls.

Ramit Sawhney, Piyush Khanna, Arshiya Aggarwal, Taru Jain, Puneet Mathur, Rajiv Ratn Shah

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

Utilizing Temporal Psycholinguistic Cues for Suicidal Intent Estimation.

Puneet Mathur, Ramit Sawhney, Shivang Chopra, Maitree Leekha, Rajiv Ratn Shah

Proceedings of the Advances in Information Retrieval, 2020

Suicide Risk Assessment via Temporal Psycholinguistic Modeling (Student Abstract).

Puneet Mathur, Ramit Sawhney, Rajiv Ratn Shah

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

ESAS: Towards Practical and Explainable Short Answer Scoring (Student Abstract).

Palak Goenka, Mehak Piplani, Ramit Sawhney, Puneet Mathur, Rajiv Ratn Shah

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

Hindi-English Hate Speech Detection: Author Profiling, Debiasing, and Practical Perspectives.

Shivang Chopra, Ramit Sawhney, Puneet Mathur, Rajiv Ratn Shah

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

An Iterative Approach for Identifying Complaint Based Tweets in Social Media Platforms (Student Abstract).

Gyanesh Anand, Akash Kumar Gautam, Puneet Mathur, Debanjan Mahata, Rajiv Ratn Shah, Ramit Sawhney

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

2019

Exploring Classification of Histological Disease Biomarkers From Renal Biopsy Images.

Puneet Mathur, Meghna Ayyar, Rajiv Ratn Shah, Sg Sharma

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media.

Rohan Mishra, Pradyumna Prakhar Sinha, Ramit Sawhney, Debanjan Mahata, Puneet Mathur, Rajiv Ratn Shah

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Speak up, Fight Back! Detection of Social Media Disclosures of Sexual Harassment.

Arijit Ghosh Chowdhury, Ramit Sawhney, Puneet Mathur, Debanjan Mahata, Rajiv Ratn Shah

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018

Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning.

Ramit Sawhney, Prachi Manchanda, Puneet Mathur, Rajiv Ratn Shah, Raj Singh

Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018

Identification of Emergency Blood Donation Request on Twitter.

Puneet Mathur, Meghna Ayyar, Sahil Chopra, Simra Shahid, Laiba Mehnaz, Rajiv Shah

Proceedings of the 2018 EMNLP Workshop SMM4H: The 3rd Social Media Mining for Health Applications Workshop & Shared Task, 2018

Harnessing AI for Kidney Glomeruli Classification.

Meghna Ayyar, Puneet Mathur, Rajiv Ratn Shah, Shree G. Sharma

Proceedings of the 2018 IEEE International Symposium on Multimedia, 2018

A Firefly Algorithm Based Wrapper-Penalty Feature Selection Method for Cancer Diagnosis.

Ramit Sawhney, Puneet Mathur, Ravi Shankar

Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

Detecting Offensive Tweets in Hindi-English Code-Switched Language.

Puneet Mathur, Rajiv Ratn Shah, Ramit Sawhney, Debanjan Mahata

Proceedings of the Sixth International Workshop on Natural Language Processing for Social Media, 2018

Did you offend me? Classification of Offensive Tweets in Hinglish Language.

Puneet Mathur, Ramit Sawhney, Meghna Ayyar, Rajiv Ratn Shah

Proceedings of the 2nd Workshop on Abusive Language Online, 2018

2016

Usability and Workflow Evaluation of "RhEumAtic Disease activitY" (READY).

Po-Yin Yen, Barbara A. Lara, Marcelo A. Lopetegui, Aseem Bharat, Stacy Ardoin, Bernadette Johnson, Puneet Mathur, Peter J. Embí, Jeffrey R. Curtis

Appl. Clin. Inform., 2016

Design of a Scalable and Affordable Local Research Registry Pipeline.

Puneet Mathur, Kim Leonard, Jeremy R. Harper, Joshua Yoder, Omkar Lele, Peter J. Embí

Proceedings of the Summit on Clinical Research Informatics, 2016

2015

High Level Architecture and Evaluation of Patient Linkages for READY - An Electronic Measurement Tool for Rheumatoid Arthritis.

Puneet Mathur, Leslie A. Southern, Aseem Bharat, Shunchao Wang, Chris Heckler, Omkar Lele, Peter J. Embí, Jeffrey R. Curtis

Proceedings of the AMIA 2015, 2015

2013

Utilization of Hadoop Framework to Enable Semantic Search over Big Data.

Omkar Lele, Puneet Mathur, Sandeep Chatra Raveesh, Satyajeet Raje, Tara Borlawsky, Philip R. O. Payne

Proceedings of the AMIA 2013, 2013

2012

User Interface Design for Research Integrative Query (ResearchIQ)- An Ontology-anchored Interactive Query Tool.

Puneet Mathur, Omkar Lele, Ankush Srivastava, Po-Yin Yen

Proceedings of the AMIA 2012, 2012