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Papers
Self-State Evidence Extraction and Well-Being Prediction from Social Media Timelines
NAACL 2025
SSNTrio @ DravidianLangTech 2025: Hybrid Approach for Hate Speech Detection in Dravidian Languages with Text and Audio Modalities
NAACL 2025
Supervised Machine Learning based Amharic Text Complexity Classification Using Automatic Annotator Tool
ACL 2025
Team_Catalysts@DravidianLangTech 2025: Leveraging Political Sentiment Analysis using Machine Learning Techniques for Classifying Tamil Tweets
NAACL 2025
TechSSN3 at SemEval-2025 Task 9: Food Hazard and Product Detection - Category Identification and Vector Prediction
SemEval 2025
Using Submodular Optimization to Approximate Minimum-Size Abductive Path Explanations for Tree-Based Models
UAI 2025
VerbaNexAI at SemEval-2025 Task 9: Advances and Challenges in the Automatic Detection of Food Hazards
SemEval 2025
A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models
ACL 2024
Beyond Tech@DravidianLangTech2024 : Fake News Detection in Dravidian Languages Using Machine Learning
EACL 2024
Brandeis at VarDial 2024 DSL-ML Shared Task: Multilingual Models, Simple Baselines and Data Augmentation
NAACL 2024
Code_Makers@DravidianLangTech-EACL 2024 : Sentiment Analysis in Code-Mixed Tamil using Machine Learning Techniques
EACL 2024
Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection
AISTATS 2024
Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications
NAACL 2024
CriticalMinds: Enhancing ML Models for ESG Impact Analysis Categorisation Using Linguistic Resources and Aspect-Based Sentiment Analysis
COLING 2024
Decorrelated Variable Importance
JMLR 2024
Don’t Waste Your Time: Early Stopping Cross-Validation
AutoML 2024
dzNLP at NADI 2024 Shared Task: Multi-Classifier Ensemble with Weighted Voting and TF-IDF Features
ACL 2024
End-to-end Feature Selection Approach for Learning Skinny Trees
AISTATS 2024
Fast Hyperboloid Decision Tree Algorithms
ICLR 2024
Fréchet Random Forests for Metric Space Valued Regression with Non Euclidean Predictors
JMLR 2024
Halu-NLP at SemEval-2024 Task 6: MetaCheckGPT - A Multi-task Hallucination Detection using LLM uncertainty and meta-models
SemEval 2024
InnovationEngineers@DravidianLangTech-EACL 2024: Sentimental Analysis of YouTube Comments in Tamil by using Machine Learning
EACL 2024
Invariant Random Forest: Tree-Based Model Solution for OOD Generalization
AAAI 2024
KEC_AI_MIRACLE_MAKERS@LT-EDI-2024: Stress Identification in Dravidian Languages using Machine Learning Techniques
EACL 2024
KEC-AI-NLP@LT-EDI-2024:Homophobia and Transphobia Detection in Social Media Comments using Machine Learning
EACL 2024