← Authors

Ramit Sawhney

53 papers · 2018–2024 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) πŸƒ Academic Marathon (6) 🌈 Renaissance Researcher (12) πŸ—ΊοΈ Taxonomy Completionist (97) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) 🀝 Dynamic Duo (29) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (16) πŸ† Keyword Champion (7) ⚑ Prolific Year (14) πŸ—ƒοΈ Keyword Collector (221) πŸ“ˆ Trend Setter ❓ The Questioner (2) πŸ”₯ Unstoppable (5) πŸ’Ž Century Club (53)

Conferences

EMNLP (11) NAACL (11) ACL (9) AAAI (8) COLING (5) INTERSPEECH (3) EACL (2) AISTATS (1) IJCAI (1) IJCNLP (1) UAI (1)

Top co-authors

Rajiv Ratn Shah (29) Puneet Mathur (19) Shivam Agarwal (12) Megh Thakkar (8) Arnav Wadhwa (7) Lucie Flek (7) Dinesh Manocha (5) Arijit Ghosh Chowdhury (5) Debanjan Mahata (5) Preslav Nakov (4)

Research topics

Education (1)

Keywords

text classification (12) sentiment analysis (10) multimodal learning (10) social media analysis (10) data augmentation (9) social media (9) graph neural network (7) hyperbolic space (7) stock prediction (4) mental health (4) suicide ideation detection (4) hate speech detection (4) social network analysis (4) temporal modeling (3) suicidal ideation detection (3) attention mechanism (3) text analysis (3) convolutional neural network (3) natural language processing (3) sentence classification (3)

Papers

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: PoIncarΓ© 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 β€” 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