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Supervised Learning

988 directly classified papers

Papers per year

Papers

LexiLogic@DravidianLangTech 2025: Detecting Fake News in Malayalam and AI-Generated Product Reviews in Tamil and Malayalam NAACL 2025
Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection IJCNLP 2025
Linking Industry Sectors and Financial Statements: A Hybrid Approach for Company Classification AAAI 2025
Grape at GenAI Detection Task 1: Leveraging Compact Models and Linguistic Features for Robust Machine-Generated Text Detection COLING 2025
CoreFour_IIITK@DravidianLangTech 2025: Abusive Content Detection Against Women Using Machine Learning And Deep Learning Models NAACL 2025
AMWAL: Named Entity Recognition for Arabic Financial News COLING 2025
Things Machine Learning Models Know That They Don’t Know AAAI 2025
SiTa - Sinhala and Tamil Speaker Diarization Dataset in the Wild COLING 2025
Drop Dropout on Single Epoch Language Model Pretraining ACL 2025
On Integrating LLMs Into an Argument Annotation Workflow ACL 2025
GermDetect: Verb Placement Error Detection Datasets for Learners of Germanic Languages ACL 2025
LuxVeri at GenAI Detection Task 1: Inverse Perplexity Weighted Ensemble for Robust Detection of AI-Generated Text across English and Multilingual Contexts COLING 2025
SSN_IT_NLP@DravidianLangTech 2025: Abusive Tamil and Malayalam Text targeting Women on Social Media NAACL 2025
Improving Accuracy of Low-resource ASR using Rule-Based Character Constituency Loss (RBCCL) COLING 2025
DIACU: A dataset for the DIAchronic analysis of Church Slavonic ACL 2025
CNLP-NITS-PP at GenAI Detection Task 1: AI-Generated Text Using Transformer-Based Approaches COLING 2025
Wictory@DravidianLangTech 2025: Political Sentiment Analysis of Tamil X(Twitter) Comments using LaBSE and SVM NAACL 2025
KARRIEREWEGE: A large scale Career Path Prediction Dataset COLING 2025
Harmonizing Annotation of Turkic Postverbial Constructions: A Comparative Study of UD Treebanks COLING 2025
Predicting Fine-tuned Performance on Larger Datasets Before Creating Them COLING 2025
PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing COLING 2025
A Comprehensive Survey of Contemporary Arabic Sentiment Analysis: Methods, Challenges, and Future Directions NAACL 2025
On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation NAACL 2025
Anak Baik: A Low-Cost Approach to Curate Indonesian Ethical and Unethical Instructions COLING 2025
Self-State Evidence Extraction and Well-Being Prediction from Social Media Timelines NAACL 2025