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Supervised Learning

988 directly classified papers

Papers per year

Papers

DaVinci at SemEval-2024 Task 9: Few-shot prompting GPT-3.5 for Unconventional Reasoning SEMEVAL 2024
Muharaf: Manuscripts of Handwritten Arabic Dataset for Cursive Text Recognition NIPS 2024
PetKaz at SemEval-2024 Task 8: Can Linguistics Capture the Specifics of LLM-generated Text? SEMEVAL 2024
Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime NIPS 2024
DUTh at SemEval 2024 Task 8: Comparing classic Machine Learning Algorithms and LLM based methods for Multigenerator, Multidomain and Multilingual Machine-Generated Text Detection SEMEVAL 2024
The Effects of Data Quality on Named Entity Recognition EACL 2024
Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression NIPS 2024
AIpom at SemEval-2024 Task 8: Detecting AI-produced Outputs in M4 SEMEVAL 2024
Regroup Median Loss for Combating Label Noise AAAI 2024
MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection SEMEVAL 2024
Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation NIPS 2024
Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization NIPS 2024
Feature Fusion from Head to Tail for Long-Tailed Visual Recognition AAAI 2024
A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla Texts EACL 2024
EAT: Towards Long-Tailed Out-of-Distribution Detection AAAI 2024
Effects of different types of noise in user-generated reviews on human and machine translations including ChatGPT EACL 2024
Which Is More Effective in Label Noise Cleaning, Correction or Filtering? AAAI 2024
Robust Loss Functions for Training Decision Trees with Noisy Labels AAAI 2024
Calibration-Tuning: Teaching Large Language Models to Know What They Don’t Know EACL 2024
The Typology of Ellipsis: A Corpus for Linguistic Analysis and Machine Learning Applications EACL 2024
Foundations of Autonomous Vehicles: A Curriculum Model for Developing Competencies in Artificial Intelligence and the Internet of Things for Grades 7–10 AAAI 2024
Boosted Conformal Prediction Intervals NIPS 2024
JRC at ClimateActivism 2024: Lexicon-based Detection of Hate Speech EACL 2024
TechWhiz@DravidianLangTech 2024: Fake News Detection Using Deep Learning Models EACL 2024
CUET_NLP_GoodFellows@DravidianLangTech EACL2024: A Transformer-Based Approach for Detecting Fake News in Dravidian Languages EACL 2024