Ramit Sawhney

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 76

Top Topics

Single Objective Optimization

Top Venues

Publications

Ramit Sawhney, Atula Tejaswi Neerkaje, Ivan Habernal, Lucie Flek
How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications. ICWSM (2023)
Parth Chhabra, Atula Tejaswi Neerkaje, Shivam Agarwal, Ramit Sawhney, Megh Thakkar, Preslav Nakov, Sudheer Chava
Learning Through Interpolative Augmentation of Dynamic Curvature Spaces. SIGIR (2023)
Shivam Agarwal, Ritesh Soun, Rahul Shivani, Vishnu Varanasi, Navroop Gill, Ramit Sawhney
HyperSteg: Hyperbolic Learning for Deep Steganography. ICASSP (2023)
Ramit Sawhney, Shivam Agarwal, Vivek Mittal, Paolo Rosso, Vikram Nanda, Sudheer Chava
Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models. CoRR (2022)
Ramit Sawhney, Atula Tejaswi Neerkaje, Manas Gaur
A Risk-Averse Mechanism for Suicidality Assessment on Social Media. ACL (2) (2022)
Vikram Gupta, Rini A. Sharon, Ramit Sawhney, Debdoot Mukherjee
ADIMA: Abuse Detection In Multilingual Audio. ICASSP (2022)
Puneet Mathur, Mihir Goyal, Ramit Sawhney, Ritik Mathur, Jochen L. Leidner, Franck Dernoncourt, Dinesh Manocha
DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents. EMNLP (Findings) (2022)
Ramit Sawhney, Shivam Agarwal, Atula Tejaswi Neerkaje, Kapil Jayesh Pathak
Orthogonal Multi-Manifold Enriching of Directed Networks. AISTATS (2022)
Shivam Agarwal, Ramit Sawhney, Sanchit Ahuja, Ritesh Soun, Sudheer Chava
HYPHEN: Hyperbolic Hawkes Attention For Text Streams. ACL (2) (2022)
Victor Petrén Bach Hansen, Atula Tejaswi Neerkaje, Ramit Sawhney, Lucie Flek, Anders Søgaard
The Impact of Differential Privacy on Group Disparity Mitigation. CoRR (2022)
Ramit Sawhney, Shivam Agarwal, Atula Tejaswi Neerkaje, Nikolaos Aletras, Preslav Nakov, Lucie Flek
Towards Suicide Ideation Detection Through Online Conversational Context. SIGIR (2022)
Puneet Mathur, Atula Tejaswi Neerkaje, Malika Chhibber, Ramit Sawhney, Fuming Guo, Franck Dernoncourt, Sanghamitra Dutta, Dinesh Manocha
MONOPOLY: Financial Prediction from MONetary POLicY Conference Videos Using Multimodal Cues. ACM Multimedia (2022)
Vikram Gupta, Rini A. Sharon, Ramit Sawhney, Debdoot Mukherjee
ADIMA: Abuse Detection In Multilingual Audio. CoRR (2022)
Ramit Sawhney, Shivam Agarwal, Vivek Mittal, Paolo Rosso, Vikram Nanda, Sudheer Chava
Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models. NAACL-HLT (2022)
Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang
UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing. WWW (Companion Volume) (2022)
Ramit Sawhney, Atula Tejaswi Neerkaje, Ivan Habernal, Lucie Flek
How Much User Context Do We Need? Privacy by Design in Mental Health NLP Application. CoRR (2022)
Shivam Agarwal, Ramit Sawhney, Megh Thakkar, Preslav Nakov, Jiawei Han, Tyler Derr
THINK: Temporal Hypergraph Hyperbolic Network. ICDM (2022)
Ramit Sawhney, Megh Thakkar, Ritesh Soun, Atula Tejaswi Neerkaje, Vasu Sharma, Dipanwita Guhathakurta, Sudheer Chava
Tweet Based Reach Aware Temporal Attention Network for NFT Valuation. EMNLP (Findings) (2022)
Ramit Sawhney, Megh Thakkar, Shrey Pandit, Ritesh Soun, Di Jin, Diyi Yang, Lucie Flek
DMix: Adaptive Distance-aware Interpolative Mixup. ACL (2) (2022)
Ramit Sawhney, Megh Thakkar, Vishwa Shah, Puneet Mathur, Vasu Sharma, Dinesh Manocha
PISA: PoIncaré Saliency-Aware Interpolative Augmentation. INTERSPEECH (2022)
Ramit Sawhney, Ritesh Soun, Shrey Pandit, Megh Thakkar, Sarvagya Malaviya, Yuval Pinter
CIAug: Equipping Interpolative Augmentation with Curriculum Learning. NAACL-HLT (2022)
Ramit Sawhney, Atula Tejaswi Neerkaje
Intermix: An Interference-Based Data Augmentation and Regularization Technique for Automatic Deep Sound Classification. ICASSP (2022)
Ramit Sawhney, Mihir Goyal, Prakhar Goel, Puneet Mathur, Rajiv Ratn Shah
Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines. ACL/IJCNLP (1) (2021)
Ramit Sawhney, Harshit Joshi, Rajiv Ratn Shah, Lucie Flek
Suicide Ideation Detection via Social and Temporal User Representations using Hyperbolic Learning. NAACL-HLT (2021)
Ramit Sawhney, Puneet Mathur, Taru Jain, Akash Kumar Gautam, Rajiv Ratn Shah
Multitask Learning for Emotionally Analyzing Sexual Abuse Disclosures. NAACL-HLT (2021)
Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah
FAST: Financial News and Tweet Based Time Aware Network for Stock Trading. EACL (2021)
Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah
Quantitative Day Trading from Natural Language using Reinforcement Learning. NAACL-HLT (2021)
Ramit Sawhney, Harshit Joshi, Saumya Gandhi, Rajiv Ratn Shah
Towards Ordinal Suicide Ideation Detection on Social Media. WSDM (2021)
Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah
Exploring the Scale-Free Nature of Stock Markets: Hyperbolic Graph Learning for Algorithmic Trading. WWW (2021)
Ramit Sawhney, Arshiya Aggarwal, Rajiv Ratn Shah
An Empirical Investigation of Bias in the Multimodal Analysis of Financial Earnings Calls. NAACL-HLT (2021)
Ramit Sawhney, Harshit Joshi, Saumya Gandhi, Di Jin, Rajiv Ratn Shah
Robust suicide risk assessment on social media via deep adversarial learning. J. Am. Medical Informatics Assoc. 28 (7) (2021)
Ramit Sawhney, Harshit Joshi, Lucie Flek, Rajiv Ratn Shah
PHASE: Learning Emotional Phase-aware Representations for Suicide Ideation Detection on Social Media. EACL (2021)
Suransh Chopra, Puneet Mathur, Ramit Sawhney, Rajiv Ratn Shah
Meta-Learning for Low-Resource Speech Emotion Recognition. ICASSP (2021)
Ramit Sawhney, Harshit Joshi, Alicia L. Nobles, Rajiv Ratn Shah
Towards Emotion- and Time-Aware Classification of Tweets to Assist Human Moderation for Suicide Prevention. ICWSM (2021)
Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Tyler Derr, Rajiv Ratn Shah
Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach. AAAI (2021)
Ramit Sawhney, Megh Thakkar, Shivam Agarwal, Di Jin, Diyi Yang, Lucie Flek
HypMix: Hyperbolic Interpolative Data Augmentation. EMNLP (1) (2021)
Ramit Sawhney, Shivam Agarwal, Megh Thakkar, Arnav Wadhwa, Rajiv Ratn Shah
Hyperbolic Online Time Stream Modeling. SIGIR (2021)
Ramit Sawhney, Arnav Wadhwa, Ayush Mangal, Vivek Mittal, Shivam Agarwal, Rajiv Ratn Shah
Modeling financial uncertainty with multivariate temporal entropy-based curriculums. UAI (2021)
Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah
TEC: A Time Evolving Contextual Graph Model for Speaker State Analysis in Political Debates. IJCAI (2021)
Ramit Sawhney, Puneet Mathur, Ayush Mangal, Piyush Khanna, Rajiv Ratn Shah, Roger Zimmermann
Multimodal Multi-Task Financial Risk Forecasting. ACM Multimedia (2020)
Anjali Bhavan, Mohit Sharma, Ramit Sawhney, Rajiv Ratn Shah
Analysis of Parliamentary Debate Transcripts Using Community-Based Graphical Approaches (Student Abstract). AAAI (2020)
Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah
Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations. EMNLP (1) (2020)
Amit Jindal, Narayanan Elavathur Ranganatha, Aniket Didolkar, Arijit Ghosh Chowdhury, Di Jin, Ramit Sawhney, Rajiv Ratn Shah
SpeechMix - Augmenting Deep Sound Recognition Using Hidden Space Interpolations. INTERSPEECH (2020)
Puneet Mathur, Mehak Piplani, Ramit Sawhney, Amit Jindal, Rajiv Ratn Shah
Mixup Multi-Attention Multi-Tasking Model for Early-Stage Leukemia Identification. ICASSP (2020)
Mansi Agarwal, Maitree Leekha, Ramit Sawhney, Rajiv Ratn Shah, Rajesh Kumar Yadav, Dinesh Kumar Vishwakarma
MEMIS: Multimodal Emergency Management Information System. ECIR (1) (2020)
Gyanesh Anand, Akash Kumar Gautam, Puneet Mathur, Debanjan Mahata, Rajiv Ratn Shah, Ramit Sawhney
An Iterative Approach for Identifying Complaint Based Tweets in Social Media Platforms. CoRR (2020)
Ramit Sawhney, Piyush Khanna, Arshiya Aggarwal, Taru Jain, Puneet Mathur, Rajiv Ratn Shah
VolTAGE: Volatility Forecasting via Text Audio Fusion with Graph Convolution Networks for Earnings Calls. EMNLP (1) (2020)
Puneet Mathur, Ramit Sawhney, Shivang Chopra, Maitree Leekha, Rajiv Ratn Shah
Utilizing Temporal Psycholinguistic Cues for Suicidal Intent Estimation. ECIR (2) (2020)
Mansi Agarwal, Maitree Leekha, Ramit Sawhney, Rajiv Ratn Shah
Crisis-DIAS: Towards Multimodal Damage Analysis - Deployment, Challenges and Assessment. AAAI (2020)
Gyanesh Anand, Akash Kumar Gautam, Puneet Mathur, Debanjan Mahata, Rajiv Ratn Shah, Ramit Sawhney
An Iterative Approach for Identifying Complaint Based Tweets in Social Media Platforms (Student Abstract). AAAI (2020)
Ramit Sawhney, Arshiya Aggarwal, Piyush Khanna, Puneet Mathur, Taru Jain, Rajiv Ratn Shah
Risk Forecasting from Earnings Calls Acoustics and Network Correlations. INTERSPEECH (2020)
Palak Goenka, Mehak Piplani, Ramit Sawhney, Puneet Mathur, Rajiv Ratn Shah
ESAS: Towards Practical and Explainable Short Answer Scoring (Student Abstract). AAAI (2020)
Ramit Sawhney, Harshit Joshi, Saumya Gandhi, Rajiv Ratn Shah
A Time-Aware Transformer Based Model for Suicide Ideation Detection on Social Media. EMNLP (1) (2020)
Amit Jindal, Arijit Ghosh Chowdhury, Aniket Didolkar, Di Jin, Ramit Sawhney, Rajiv Ratn Shah
Augmenting NLP models using Latent Feature Interpolations. COLING (2020)
Puneet Mathur, Ramit Sawhney, Rajiv Ratn Shah
Suicide Risk Assessment via Temporal Psycholinguistic Modeling (Student Abstract). AAAI (2020)
Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah
Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting. ICDM (2020)
Shivang Chopra, Ramit Sawhney, Puneet Mathur, Rajiv Ratn Shah
Hindi-English Hate Speech Detection: Author Profiling, Debiasing, and Practical Perspectives. AAAI (2020)
Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah
GPolS: A Contextual Graph-Based Language Model for Analyzing Parliamentary Debates and Political Cohesion. COLING (2020)
Amit Jindal, Dwaraknath Gnaneshwar, Ramit Sawhney, Rajiv Ratn Shah
Leveraging BERT with Mixup for Sentence Classification (Student Abstract). AAAI (2020)
Akash Kumar Gautam, Puneet Mathur, Rakesh Gosangi, Debanjan Mahata, Ramit Sawhney, Rajiv Ratn Shah
#MeTooMA: Multi-Aspect Annotations of Tweets Related to the MeToo Movement. ICWSM (2020)
Ramit Sawhney, Akash Kumar Gautam, Rajiv Ratn Shah
BMGC 2020 Grand Challenge: Multi-Aspect Analysis of the MeToo Movement on Twitter. BigMM (2020)
Arijit Ghosh Chowdhury, Ramit Sawhney, Rajiv Ratn Shah, Debanjan Mahata
#YouToo? Detection of Personal Recollections of Sexual Harassment on Social Media. ACL (1) (2019)
Arijit Ghosh Chowdhury, Ramit Sawhney, Puneet Mathur, Debanjan Mahata, Rajiv Ratn Shah
Speak up, Fight Back! Detection of Social Media Disclosures of Sexual Harassment. NAACL-HLT (Student Research Workshop) (2019)
Ramit Sawhney, Rajiv Ratn Shah, Vedant Bhatia, Chin-Teng Lin, Sagar Aggarwal, Mukesh Prasad
Exploring the Impact of Evolutionary Computing based Feature Selection in Suicidal Ideation Detection. FUZZ-IEEE (2019)
Arijit Ghosh Chowdhury, Aniket Didolkar, Ramit Sawhney, Rajiv Ratn Shah
ARHNet - Leveraging Community Interaction for Detection of Religious Hate Speech in Arabic. ACL (2) (2019)
Akash Kumar Gautam, Puneet Mathur, Rakesh Gosangi, Debanjan Mahata, Ramit Sawhney, Rajiv Ratn Shah
#MeTooMA: Multi-Aspect Annotations of Tweets Related to the MeToo Movement. CoRR (2019)
Arijit Ghosh Chowdhury, Aniket Didolkar, Ramit Sawhney, Rajiv Ratn Shah
Beyond Hostile Linguistic Cues: The Gravity of Online Milieu for Hate Speech Detection in Arabic. HT (2019)
Rohan Mishra, Pradyumna Prakhar Sinha, Ramit Sawhney, Debanjan Mahata, Puneet Mathur, Rajiv Ratn Shah
SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media. NAACL-HLT (Student Research Workshop) (2019)
Pradyumna Prakhar Sinha, Rohan Mishra, Ramit Sawhney, Debanjan Mahata, Rajiv Ratn Shah, Huan Liu
#suicidal - A Multipronged Approach to Identify and Explore Suicidal Ideation in Twitter. CIKM (2019)
Anjali Bhavan, Rohan Mishra, Pradyumna Prakhar Sinha, Ramit Sawhney, Rajiv Ratn Shah
Investigating Political Herd Mentality: A Community Sentiment Based Approach. ACL (2) (2019)
Ramit Sawhney, Ravi Shankar, Roopal Jain
A Comparative Study of Transfer Functions in Binary Evolutionary Algorithms for Single Objective Optimization. DCAI (2018)
Puneet Mathur, Rajiv Ratn Shah, Ramit Sawhney, Debanjan Mahata
Detecting Offensive Tweets in Hindi-English Code-Switched Language. SocialNLP@ACL (2018)
Puneet Mathur, Ramit Sawhney, Meghna Ayyar, Rajiv Ratn Shah
Did you offend me? Classification of Offensive Tweets in Hinglish Language. ALW (2018)
Ramit Sawhney, Puneet Mathur, Ravi Shankar
A Firefly Algorithm Based Wrapper-Penalty Feature Selection Method for Cancer Diagnosis. ICCSA (1) (2018)
Ramit Sawhney, Prachi Manchanda, Puneet Mathur, Rajiv Ratn Shah, Raj Singh
Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning. WASSA@EMNLP (2018)
Ramit Sawhney, Prachi Manchanda, Raj Singh, Swati Aggarwal
A Computational Approach to Feature Extraction for Identification of Suicidal Ideation in Tweets. ACL (3) (2018)