Ramit Sawhney

According to our database, Ramit Sawhney authored at least 81 papers between 2018 and 2024.

Collaborative distances:

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

2024

AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP.

Ramit Sawhney, Shrey Pandit, Vishwa Shah, Megh Thakkar, Shafiq Joty

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

The Impact of Differential Privacy on Group Disparity Mitigation.

Victor Petrén Bach Hansen, Atula Tejaswi Neerkaje, Ramit Sawhney, Lucie Flek, Anders Søgaard

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

Sequence Mixup for Zero-Shot Cross-Lingual Part-of-speech Tagging.

Ramit Sawhney, Megh Thakkar

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

Uncovering Bias: Exploring Gender Dynamics in Distance-Aware Mixup Techniques.

Samyak Jain, Parth Chhabra, Ramit Sawhney

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

RISE: Robust Early-exiting Internal Classifiers for Suicide Risk Evaluation.

Ritesh Singh Soun, Atula Tejaswi Neerkaje, Ramit Sawhney, Nikolaos Aletras, Preslav Nakov

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 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

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

Learning Through Interpolative Augmentation of Dynamic Curvature Spaces.

Parth Chhabra, Atula Tejaswi Neerkaje, Shivam Agarwal, Ramit Sawhney, Megh Thakkar, Preslav Nakov, Sudheer Chava

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications.

Ramit Sawhney, Atula Tejaswi Neerkaje, Ivan Habernal, Lucie Flek

Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

HyperSteg: Hyperbolic Learning for Deep Steganography.

Shivam Agarwal, Ritesh Soun, Rahul Shivani, Vishnu Varanasi, Navroop Gill, Ramit Sawhney

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

How Much User Context Do We Need? Privacy by Design in Mental Health NLP Application.

Ramit Sawhney, Atula Tejaswi Neerkaje, Ivan Habernal, Lucie Flek

CoRR, 2022

UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing.

Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Towards Suicide Ideation Detection Through Online Conversational Context.

Ramit Sawhney, Shivam Agarwal, Atula Tejaswi Neerkaje, Nikolaos Aletras, Preslav Nakov, Lucie Flek

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

CIAug: Equipping Interpolative Augmentation with Curriculum Learning.

Ramit Sawhney, Ritesh Soun, Shrey Pandit, Megh Thakkar, Sarvagya Malaviya, Yuval Pinter

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

Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models.

Ramit Sawhney, Shivam Agarwal, Vivek Mittal, Paolo Rosso, Vikram Nanda, Sudheer Chava

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

THINK: Temporal Hypergraph Hyperbolic Network.

Shivam Agarwal, Ramit Sawhney, Megh Thakkar, Preslav Nakov, Jiawei Han, Tyler Derr

Proceedings of the IEEE International Conference on Data Mining, 2022

Intermix: An Interference-Based Data Augmentation and Regularization Technique for Automatic Deep Sound Classification.

Ramit Sawhney, Atula Tejaswi Neerkaje

Proceedings of the IEEE International Conference on Acoustics, 2022

ADIMA: Abuse Detection In Multilingual Audio.

Vikram Gupta, Rini A. Sharon, Ramit Sawhney, Debdoot Mukherjee

Proceedings of the IEEE International Conference on Acoustics, 2022

Tweet Based Reach Aware Temporal Attention Network for NFT Valuation.

Ramit Sawhney, Megh Thakkar, Ritesh Soun, Atula Tejaswi Neerkaje, Vasu Sharma, Dipanwita Guhathakurta, Sudheer Chava

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

Orthogonal Multi-Manifold Enriching of Directed Networks.

Ramit Sawhney, Shivam Agarwal, Atula Tejaswi Neerkaje, Kapil Jayesh Pathak

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

DMix: Adaptive Distance-aware Interpolative Mixup.

Ramit Sawhney, Megh Thakkar, Shrey Pandit, Ritesh Soun, Di Jin, Diyi Yang, Lucie Flek

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

A Risk-Averse Mechanism for Suicidality Assessment on Social Media.

Ramit Sawhney, Atula Tejaswi Neerkaje, Manas Gaur

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

HYPHEN: Hyperbolic Hawkes Attention For Text Streams.

Shivam Agarwal, Ramit Sawhney, Sanchit Ahuja, Ritesh Soun, Sudheer Chava

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

Robust suicide risk assessment on social media via deep adversarial learning.

Ramit Sawhney, Harshit Joshi, Saumya Gandhi, Di Jin, Rajiv Ratn Shah

J. Am. Medical Informatics Assoc., 2021

Exploring the Scale-Free Nature of Stock Markets: Hyperbolic Graph Learning for Algorithmic Trading.

Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah

Proceedings of the WWW '21: The Web Conference 2021, 2021

Towards Ordinal Suicide Ideation Detection on Social Media.

Ramit Sawhney, Harshit Joshi, Saumya Gandhi, Rajiv Ratn Shah

Proceedings of the WSDM '21, 2021

Modeling financial uncertainty with multivariate temporal entropy-based curriculums.

Ramit Sawhney, Arnav Wadhwa, Ayush Mangal, Vivek Mittal, Shivam Agarwal, Rajiv Ratn Shah

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Hyperbolic Online Time Stream Modeling.

Ramit Sawhney, Shivam Agarwal, Megh Thakkar, Arnav Wadhwa, Rajiv Ratn Shah

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Quantitative Day Trading from Natural Language using Reinforcement Learning.

Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah

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

Suicide Ideation Detection via Social and Temporal User Representations using Hyperbolic Learning.

Ramit Sawhney, Harshit Joshi, Rajiv Ratn Shah, Lucie Flek

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

An Empirical Investigation of Bias in the Multimodal Analysis of Financial Earnings Calls.

Ramit Sawhney, Arshiya Aggarwal, Rajiv Ratn Shah

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

TEC: A Time Evolving Contextual Graph Model for Speaker State Analysis in Political Debates.

Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Towards Emotion- and Time-Aware Classification of Tweets to Assist Human Moderation for Suicide Prevention.

Ramit Sawhney, Harshit Joshi, Alicia L. Nobles, Rajiv Ratn Shah

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

HypMix: Hyperbolic Interpolative Data Augmentation.

Ramit Sawhney, Megh Thakkar, Shivam Agarwal, Di Jin, Diyi Yang, Lucie Flek

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

FAST: Financial News and Tweet Based Time Aware Network for Stock Trading.

Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah

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

PHASE: Learning Emotional Phase-aware Representations for Suicide Ideation Detection on Social Media.

Ramit Sawhney, Harshit Joshi, Lucie Flek, Rajiv Ratn Shah

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

Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach.

Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Tyler Derr, Rajiv Ratn Shah

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

SpeechMix - Augmenting Deep Sound Recognition Using Hidden Space Interpolations.

Amit Jindal, Narayanan Elavathur Ranganatha, Aniket Didolkar, Arijit Ghosh Chowdhury, Di Jin, Ramit Sawhney, 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

Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting.

Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah

Proceedings of the 20th IEEE International Conference on Data Mining, 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

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

A Time-Aware Transformer Based Model for Suicide Ideation Detection on Social Media.

Ramit Sawhney, Harshit Joshi, Saumya Gandhi, Rajiv Ratn Shah

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

Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations.

Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, 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

MEMIS: Multimodal Emergency Management Information System.

Mansi Agarwal, Maitree Leekha, Ramit Sawhney, Rajiv Ratn Shah, Rajesh Kumar Yadav, Dinesh Kumar Vishwakarma

Proceedings of the Advances in Information Retrieval, 2020

GPolS: A Contextual Graph-Based Language Model for Analyzing Parliamentary Debates and Political Cohesion.

Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah

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

Augmenting NLP models using Latent Feature Interpolations.

Amit Jindal, Arijit Ghosh Chowdhury, Aniket Didolkar, Di Jin, Ramit Sawhney, Rajiv Ratn Shah

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

BMGC 2020 Grand Challenge: Multi-Aspect Analysis of the MeToo Movement on Twitter.

Ramit Sawhney, Akash Kumar Gautam, Rajiv Ratn Shah

Proceedings of the 6th IEEE International Conference on Multimedia Big Data, 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

Leveraging BERT with Mixup for Sentence Classification (Student Abstract).

Amit Jindal, Dwaraknath Gnaneshwar, 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

Analysis of Parliamentary Debate Transcripts Using Community-Based Graphical Approaches (Student Abstract).

Anjali Bhavan, Mohit Sharma, Ramit Sawhney, 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

Crisis-DIAS: Towards Multimodal Damage Analysis - Deployment, Challenges and Assessment.

Mansi Agarwal, Maitree Leekha, Ramit Sawhney, Rajiv Ratn Shah

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

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

Beyond Hostile Linguistic Cues: The Gravity of Online Milieu for Hate Speech Detection in Arabic.

Arijit Ghosh Chowdhury, Aniket Didolkar, Ramit Sawhney, Rajiv Ratn Shah

Proceedings of the 30th ACM Conference on Hypertext and Social Media, 2019

Exploring the Impact of Evolutionary Computing based Feature Selection in Suicidal Ideation Detection.

Ramit Sawhney, Rajiv Ratn Shah, Vedant Bhatia, Chin-Teng Lin, Sagar Aggarwal, Mukesh Prasad

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

#suicidal - A Multipronged Approach to Identify and Explore Suicidal Ideation in Twitter.

Pradyumna Prakhar Sinha, Rohan Mishra, Ramit Sawhney, Debanjan Mahata, Rajiv Ratn Shah, Huan Liu

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

#YouToo? Detection of Personal Recollections of Sexual Harassment on Social Media.

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

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

ARHNet - Leveraging Community Interaction for Detection of Religious Hate Speech in Arabic.

Arijit Ghosh Chowdhury, Aniket Didolkar, Ramit Sawhney, Rajiv Ratn Shah

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Investigating Political Herd Mentality: A Community Sentiment Based Approach.

Anjali Bhavan, Rohan Mishra, Pradyumna Prakhar Sinha, Ramit Sawhney, Rajiv Ratn Shah

Proceedings of the 57th Conference of the Association for Computational Linguistics, 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

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

A Comparative Study of Transfer Functions in Binary Evolutionary Algorithms for Single Objective Optimization.

Ramit Sawhney, Ravi Shankar, Roopal Jain

Proceedings of the Distributed Computing and Artificial Intelligence, 2018

A Computational Approach to Feature Extraction for Identification of Suicidal Ideation in Tweets.

Ramit Sawhney, Prachi Manchanda, Raj Singh, Swati Aggarwal

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, Student Research Workshop, 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