Supervised Learning

Wictory@DravidianLangTech 2025: Political Sentiment Analysis of Tamil X(Twitter) Comments using LaBSE and SVM NAACL 2025 YenLP_CS@DravidianLangTech 2025: Sentiment Analysis on Code-Mixed Tamil-Tulu Data Using Machine Learning and Deep Learning Models NAACL 2025 ε-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise NeurIPS 2024 A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla Texts EACL 2024 Activity-Based Early Autism Diagnosis Using a Multi-Dataset Supervised Contrastive Learning Approach WACV 2024 A Framework for Mining Speech-to-Text Transcripts of the Customer for Automated Problem Remediation AAAI 2024 A General Model for Aggregating Annotations AcrossSimple, Complex, and Multi-object Annotation Tasks (Abstract Reprint) AAAI 2024 AIpom at SemEval-2024 Task 8: Detecting AI-produced Outputs in M4 SemEval 2024 All Beings Are Equal in Open Set Recognition AAAI 2024 An Empirical Investigation Into Benchmarking Model Multiplicity for Trustworthy Machine Learning: A Case Study on Image Classification WACV 2024 A new machine-actionable corpus for ancient text restoration ACL 2024 Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection CVPR 2024 Approximate Leave-one-out Cross Validation for Regression with ℓ_1 Regularizers AISTATS 2024 Auto311: A Confidence-Guided Automated System for Non-emergency Calls AAAI 2024 Automated CPU Design by Learning from Input-Output Examples IJCAI 2024 Automated Sperm Assessment Framework and Neural Network Specialized for Sperm Video Recognition WACV 2024 Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime NeurIPS 2024 Boosted Conformal Prediction Intervals NeurIPS 2024 Calibration-Tuning: Teaching Large Language Models to Know What They Don’t Know EACL 2024 Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization NeurIPS 2024 CMDL: A Large-Scale Chinese Multi-Defendant Legal Judgment Prediction Dataset ACL 2024 Code_Makers@DravidianLangTech-EACL 2024 : Sentiment Analysis in Code-Mixed Tamil using Machine Learning Techniques EACL 2024 Collaborative Refining for Learning from Inaccurate Labels NeurIPS 2024 Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation AAAI 2024 Credit Attribution and Stable Compression NeurIPS 2024