| 2024 | COLING | 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 |
| 2024 | COLING | 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 |
| 2024 | COLING | RISE: Robust Early-exiting Internal Classifiers for Suicide Risk Evaluation. | Ritesh Singh Soun, Atula Tejaswi Neerkaje, Ramit Sawhney, Nikolaos Aletras, Preslav Nakov |
| 2024 | EMNLP | 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 |
| 2024 | ICLR | Uncovering Bias: Exploring Gender Dynamics in Distance-Aware Mixup Techniques. | Samyak Jain, Parth Chhabra, Ramit Sawhney |
| 2024 | ICLR | Sequence Mixup for Zero-Shot Cross-Lingual Part-of-speech Tagging. | Ramit Sawhney, Megh Thakkar |
| 2024 | ICLR | Doc2Command: Furthering Language Guided Document Editing. | Manan Suri, Puneet Mathur, Ramit Sawhney, Preslav Nakov, Dinesh Manocha |
| 2024 | NAACL | The Impact of Differential Privacy on Group Disparity Mitigation. | Victor Petrn Bach Hansen, Atula Tejaswi Neerkaje, Ramit Sawhney, Lucie Flek, Anders Sgaard |
| 2024 | NAACL | AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP. | Ramit Sawhney, Shrey Pandit, Vishwa Shah, Megh Thakkar, Shafiq Joty |
| 2023 | ICASSP | HyperSteg: Hyperbolic Learning for Deep Steganography. | Shivam Agarwal, Ritesh Soun, Rahul Shivani, Vishnu Varanasi, Navroop Gill, Ramit Sawhney |
| 2023 | ICWSM | How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications. | Ramit Sawhney, Atula Tejaswi Neerkaje, Ivan Habernal, Lucie Flek |
| 2023 | SIGIR | Learning Through Interpolative Augmentation of Dynamic Curvature Spaces. | Parth Chhabra, Atula Tejaswi Neerkaje, Shivam Agarwal, Ramit Sawhney, Megh Thakkar, Preslav Nakov, Sudheer Chava |
| 2022 | ACL | HYPHEN: Hyperbolic Hawkes Attention For Text Streams. | Shivam Agarwal, Ramit Sawhney, Sanchit Ahuja, Ritesh Soun, Sudheer Chava |
| 2022 | ACL | A Risk-Averse Mechanism for Suicidality Assessment on Social Media. | Ramit Sawhney, Atula Tejaswi Neerkaje, Manas Gaur |
| 2022 | ACL | DMix: Adaptive Distance-aware Interpolative Mixup. | Ramit Sawhney, Megh Thakkar, Shrey Pandit, Ritesh Soun, Di Jin, Diyi Yang, Lucie Flek |
| 2022 | AISTATS | Orthogonal Multi-Manifold Enriching of Directed Networks. | Ramit Sawhney, Shivam Agarwal, Atula Tejaswi Neerkaje, Kapil Jayesh Pathak |
| 2022 | EMNLP | 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 |
| 2022 | EMNLP | 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 |
| 2022 | ICASSP | ADIMA: Abuse Detection In Multilingual Audio. | Vikram Gupta, Rini A. Sharon, Ramit Sawhney, Debdoot Mukherjee |
| 2022 | ICASSP | Intermix: An Interference-Based Data Augmentation and Regularization Technique for Automatic Deep Sound Classification. | Ramit Sawhney, Atula Tejaswi Neerkaje |
| 2022 | ICDM | THINK: Temporal Hypergraph Hyperbolic Network. | Shivam Agarwal, Ramit Sawhney, Megh Thakkar, Preslav Nakov, Jiawei Han, Tyler Derr |
| 2022 | Interspeech | PISA: PoIncar Saliency-Aware Interpolative Augmentation. | Ramit Sawhney, Megh Thakkar, Vishwa Shah, Puneet Mathur, Vasu Sharma, Dinesh Manocha |
| 2022 | NAACL | Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models. | Ramit Sawhney, Shivam Agarwal, Vivek Mittal, Paolo Rosso, Vikram Nanda, Sudheer Chava |
| 2022 | NAACL | CIAug: Equipping Interpolative Augmentation with Curriculum Learning. | Ramit Sawhney, Ritesh Soun, Shrey Pandit, Megh Thakkar, Sarvagya Malaviya, Yuval Pinter |
| 2022 | WWW | 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 |
| 2022 | SIGIR | Towards Suicide Ideation Detection Through Online Conversational Context. | Ramit Sawhney, Shivam Agarwal, Atula Tejaswi Neerkaje, Nikolaos Aletras, Preslav Nakov, Lucie Flek |
| 2021 | AAAI | Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach. | Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Tyler Derr, Rajiv Ratn Shah |
| 2021 | ACL | 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 |
| 2021 | EACL | PHASE: Learning Emotional Phase-aware Representations for Suicide Ideation Detection on Social Media. | Ramit Sawhney, Harshit Joshi, Lucie Flek, Rajiv Ratn Shah |
| 2021 | EACL | FAST: Financial News and Tweet Based Time Aware Network for Stock Trading. | Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah |
| 2021 | EMNLP | HypMix: Hyperbolic Interpolative Data Augmentation. | Ramit Sawhney, Megh Thakkar, Shivam Agarwal, Di Jin, Diyi Yang, Lucie Flek |
| 2021 | ICASSP | Meta-Learning for Low-Resource Speech Emotion Recognition. | Suransh Chopra, Puneet Mathur, Ramit Sawhney, Rajiv Ratn Shah |
| 2021 | IJCAI | TEC: A Time Evolving Contextual Graph Model for Speaker State Analysis in Political Debates. | Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah |
| 2021 | ICWSM | 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 |
| 2021 | NAACL | An Empirical Investigation of Bias in the Multimodal Analysis of Financial Earnings Calls. | Ramit Sawhney, Arshiya Aggarwal, Rajiv Ratn Shah |
| 2021 | NAACL | Suicide Ideation Detection via Social and Temporal User Representations using Hyperbolic Learning. | Ramit Sawhney, Harshit Joshi, Rajiv Ratn Shah, Lucie Flek |
| 2021 | NAACL | Multitask Learning for Emotionally Analyzing Sexual Abuse Disclosures. | Ramit Sawhney, Puneet Mathur, Taru Jain, Akash Kumar Gautam, Rajiv Ratn Shah |
| 2021 | NAACL | Quantitative Day Trading from Natural Language using Reinforcement Learning. | Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah |
| 2021 | WWW | Exploring the Scale-Free Nature of Stock Markets: Hyperbolic Graph Learning for Algorithmic Trading. | Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah |
| 2021 | SIGIR | Hyperbolic Online Time Stream Modeling. | Ramit Sawhney, Shivam Agarwal, Megh Thakkar, Arnav Wadhwa, Rajiv Ratn Shah |
| 2021 | UAI | Modeling financial uncertainty with multivariate temporal entropy-based curriculums. | Ramit Sawhney, Arnav Wadhwa, Ayush Mangal, Vivek Mittal, Shivam Agarwal, Rajiv Ratn Shah |
| 2021 | WSDM | Towards Ordinal Suicide Ideation Detection on Social Media. | Ramit Sawhney, Harshit Joshi, Saumya Gandhi, Rajiv Ratn Shah |
| 2020 | AAAI | Crisis-DIAS: Towards Multimodal Damage Analysis - Deployment, Challenges and Assessment. | Mansi Agarwal, Maitree Leekha, Ramit Sawhney, Rajiv Ratn Shah |
| 2020 | AAAI | 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 |
| 2020 | AAAI | Analysis of Parliamentary Debate Transcripts Using Community-Based Graphical Approaches (Student Abstract). | Anjali Bhavan, Mohit Sharma, Ramit Sawhney, Rajiv Ratn Shah |
| 2020 | AAAI | Hindi-English Hate Speech Detection: Author Profiling, Debiasing, and Practical Perspectives. | Shivang Chopra, Ramit Sawhney, Puneet Mathur, Rajiv Ratn Shah |
| 2020 | AAAI | ESAS: Towards Practical and Explainable Short Answer Scoring (Student Abstract). | Palak Goenka, Mehak Piplani, Ramit Sawhney, Puneet Mathur, Rajiv Ratn Shah |
| 2020 | AAAI | Leveraging BERT with Mixup for Sentence Classification (Student Abstract). | Amit Jindal, Dwaraknath Gnaneshwar, Ramit Sawhney, Rajiv Ratn Shah |
| 2020 | AAAI | Suicide Risk Assessment via Temporal Psycholinguistic Modeling (Student Abstract). | Puneet Mathur, Ramit Sawhney, Rajiv Ratn Shah |
| 2020 | COLING | Augmenting NLP models using Latent Feature Interpolations. | Amit Jindal, Arijit Ghosh Chowdhury, Aniket Didolkar, Di Jin, Ramit Sawhney, Rajiv Ratn Shah |
| 2020 | COLING | GPolS: A Contextual Graph-Based Language Model for Analyzing Parliamentary Debates and Political Cohesion. | Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah |
| 2020 | ECIR | MEMIS: Multimodal Emergency Management Information System. | Mansi Agarwal, Maitree Leekha, Ramit Sawhney, Rajiv Ratn Shah, Rajesh Kumar Yadav, Dinesh Kumar Vishwakarma |
| 2020 | ECIR | Utilizing Temporal Psycholinguistic Cues for Suicidal Intent Estimation. | Puneet Mathur, Ramit Sawhney, Shivang Chopra, Maitree Leekha, Rajiv Ratn Shah |
| 2020 | EMNLP | Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations. | Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah |
| 2020 | EMNLP | A Time-Aware Transformer Based Model for Suicide Ideation Detection on Social Media. | Ramit Sawhney, Harshit Joshi, Saumya Gandhi, Rajiv Ratn Shah |
| 2020 | EMNLP | 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 |
| 2020 | ICASSP | Mixup Multi-Attention Multi-Tasking Model for Early-Stage Leukemia Identification. | Puneet Mathur, Mehak Piplani, Ramit Sawhney, Amit Jindal, Rajiv Ratn Shah |
| 2020 | ICDM | Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting. | Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah |
| 2020 | Interspeech | 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 |
| 2020 | Interspeech | Risk Forecasting from Earnings Calls Acoustics and Network Correlations. | Ramit Sawhney, Arshiya Aggarwal, Piyush Khanna, Puneet Mathur, Taru Jain, Rajiv Ratn Shah |
| 2020 | ICWSM | #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 |
| 2019 | ACL | Investigating Political Herd Mentality: A Community Sentiment Based Approach. | Anjali Bhavan, Rohan Mishra, Pradyumna Prakhar Sinha, Ramit Sawhney, Rajiv Ratn Shah |
| 2019 | ACL | ARHNet - Leveraging Community Interaction for Detection of Religious Hate Speech in Arabic. | Arijit Ghosh Chowdhury, Aniket Didolkar, Ramit Sawhney, Rajiv Ratn Shah |
| 2019 | ACL | #YouToo? Detection of Personal Recollections of Sexual Harassment on Social Media. | Arijit Ghosh Chowdhury, Ramit Sawhney, Rajiv Ratn Shah, Debanjan Mahata |
| 2019 | CIKM | #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 |
| 2019 | NAACL | Speak up, Fight Back! Detection of Social Media Disclosures of Sexual Harassment. | Arijit Ghosh Chowdhury, Ramit Sawhney, Puneet Mathur, Debanjan Mahata, Rajiv Ratn Shah |
| 2019 | NAACL | 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 |
| 2018 | ACL | A Computational Approach to Feature Extraction for Identification of Suicidal Ideation in Tweets. | Ramit Sawhney, Prachi Manchanda, Raj Singh, Swati Aggarwal |
| 2018 | DCAI | A Comparative Study of Transfer Functions in Binary Evolutionary Algorithms for Single Objective Optimization. | Ramit Sawhney, Ravi Shankar, Roopal Jain |
| 2018 | ICCSA | A Firefly Algorithm Based Wrapper-Penalty Feature Selection Method for Cancer Diagnosis. | Ramit Sawhney, Puneet Mathur, Ravi Shankar |