ensemble learning

A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation ICLR 2024 AIMA at SemEval-2024 Task 10: History-Based Emotion Recognition in Hindi-English Code-Mixed Conversations SemEval 2024 AlexUNLP-BH at StanceEval2024: Multiple Contrastive Losses Ensemble Strategy with Multi-Task Learning For Stance Detection in Arabic ACL 2024 An Ensemble-of-Experts Framework for Rehearsal-free Continual Relation Extraction ACL 2024 Anti-spoofing Ensembling Model: Dynamic Weight Allocation in Ensemble Models for Improved Voice Biometrics Security Interspeech 2024 Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification AAAI 2024 Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems NeurIPS 2024 Army of Thieves: Enhancing Black-Box Model Extraction via Ensemble Based Sample Selection WACV 2024 Asymmetric Image Retrieval With Cross Model Compatible Ensembles WACV 2024 BabyLM Challenge: Experimenting with Self-Distillation and Reverse-Distillation for Language Model Pre-Training on Constrained Datasets CoNLL 2024 Bayesian Exploration of Pre-trained Models for Low-shot Image Classification CVPR 2024 BDA at SemEval-2024 Task 4: Detection of Persuasion in Memes Across Languages with Ensemble Learning and External Knowledge SemEval 2024 BlockBoost: Scalable and Efficient Blocking through Boosting AISTATS 2024 CLaC at SemEval-2024 Task 4: Decoding Persuasion in Memes – An Ensemble of Language Models with Paraphrase Augmentation SemEval 2024 CLTeam1 at SemEval-2024 Task 10: Large Language Model based ensemble for Emotion Detection in Hinglish SemEval 2024 CogAI@SMM4H 2024: Leveraging BERT-based Ensemble Models for Classifying Tweets on Developmental Disorders ACL 2024 Collaboration! Towards Robust Neural Methods for Routing Problems NeurIPS 2024 Credal Deep Ensembles for Uncertainty Quantification NeurIPS 2024 Cross-lingual Emotion Detection through Large Language Models ACL 2024 CUET_Binary_Hackers@DravidianLangTech EACL2024: Fake News Detection in Malayalam Language Leveraging Fine-tuned MuRIL BERT EACL 2024 Cycle Self-Refinement for Multi-Source Domain Adaptation AAAI 2024 D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint Ensembles WACV 2024 Debiasing, Calibrating, and Improving Semi-Supervised Learning Performance via Simple Ensemble Projector WACV 2024 Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble EMNLP 2024 DeepPavlov at SemEval-2024 Task 6: Detection of Hallucinations and Overgeneration Mistakes with an Ensemble of Transformer-based Models SemEval 2024