Ramit Sawhney

The Impact of Differential Privacy on Group Disparity Mitigation NAACL 2024 Saliency-Aware Interpolative Augmentation for Multimodal Financial Prediction COLING 2024 RISE: Robust Early-exiting Internal Classifiers for Suicide Risk Evaluation COLING 2024 AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP NAACL 2024 DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding EMNLP 2024 DocScript: Document-level Script Event Prediction COLING 2024 Tweet Based Reach Aware Temporal Attention Network for NFT Valuation EMNLP 2022 DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents EMNLP 2022 DMix: Adaptive Distance-aware Interpolative Mixup ACL 2022 A Risk-Averse Mechanism for Suicidality Assessment on Social Media ACL 2022 HYPHEN: Hyperbolic Hawkes Attention For Text Streams ACL 2022 Orthogonal Multi-Manifold Enriching of Directed Networks AISTATS 2022 The Impact of Differential Privacy on Group Disparity Mitigation NAACL 2022 Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models NAACL 2022 CIAug: Equipping Interpolative Augmentation with Curriculum Learning NAACL 2022 PISA: PoIncaré Saliency-Aware Interpolative Augmentation INTERSPEECH 2022 Modeling financial uncertainty with multivariate temporal entropy-based curriculums UAI 2021 Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach AAAI 2021 Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines ACL 2021 FAST: Financial News and Tweet Based Time Aware Network for Stock Trading EACL 2021 PHASE: Learning Emotional Phase-aware Representations for Suicide Ideation Detection on Social Media EACL 2021 HypMix: Hyperbolic Interpolative Data Augmentation EMNLP 2021 [RETRACTED] DMix: Distance Constrained Interpolative Mixup EMNLP 2021 [RETRACTED] Sequence Mixup for Zero-Shot Cross-Lingual Part-Of-Speech Tagging EMNLP 2021 TEC: A Time Evolving Contextual Graph Model for Speaker State Analysis in Political Debates IJCAI 2021 Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines IJCNLP 2021 Suicide Ideation Detection via Social and Temporal User Representations using Hyperbolic Learning NAACL 2021 An Empirical Investigation of Bias in the Multimodal Analysis of Financial Earnings Calls NAACL 2021 Quantitative Day Trading from Natural Language using Reinforcement Learning NAACL 2021 Multitask Learning for Emotionally Analyzing Sexual Abuse Disclosures NAACL 2021 An Iterative Approach for Identifying Complaint Based Tweets in Social Media Platforms (Student Abstract) AAAI 2020 Hindi-English Hate Speech Detection: Author Profiling, Debiasing, and Practical Perspectives AAAI 2020 Crisis-DIAS: Towards Multimodal Damage Analysis - Deployment, Challenges and Assessment AAAI 2020 SpeechMix — Augmenting Deep Sound Recognition Using Hidden Space Interpolations INTERSPEECH 2020 Risk Forecasting from Earnings Calls Acoustics and Network Correlations INTERSPEECH 2020 Suicide Risk Assessment via Temporal Psycholinguistic Modeling (Student Abstract) AAAI 2020 Augmenting NLP models using Latent Feature Interpolations COLING 2020 GPolS: A Contextual Graph-Based Language Model for Analyzing Parliamentary Debates and Political Cohesion COLING 2020 Analysis of Parliamentary Debate Transcripts Using Community-Based Graphical Approaches (Student Abstract) AAAI 2020 A Time-Aware Transformer Based Model for Suicide Ideation Detection on Social Media EMNLP 2020 VolTAGE: Volatility Forecasting via Text Audio Fusion with Graph Convolution Networks for Earnings Calls EMNLP 2020 Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations EMNLP 2020 Leveraging BERT with Mixup for Sentence Classification (Student Abstract) AAAI 2020 ESAS: Towards Practical and Explainable Short Answer Scoring (Student Abstract) AAAI 2020 #YouToo? Detection of Personal Recollections of Sexual Harassment on Social Media ACL 2019 Investigating Political Herd Mentality: A Community Sentiment Based Approach ACL 2019 ARHNet - Leveraging Community Interaction for Detection of Religious Hate Speech in Arabic ACL 2019 SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media NAACL 2019 Speak up, Fight Back! Detection of Social Media Disclosures of Sexual Harassment NAACL 2019 Detecting Offensive Tweets in Hindi-English Code-Switched Language ACL 2018 A Computational Approach to Feature Extraction for Identification of Suicidal Ideation in Tweets ACL 2018 Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning EMNLP 2018 Did you offend me? Classification of Offensive Tweets in Hinglish Language EMNLP 2018