conftrace_

ensemble method

564 papers

Explore in graph

Co-occurring keywords

ensemble learning (1274) text classification (6793) large language model (13587) transformer model (1996) transfer learning (5449) language model (4599) neural network (6616) sentiment analysis (2084) support vector machine (978) uncertainty quantification (1393)

Papers

Team QUST at SemEval-2024 Task 8: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting AI-generated Text SEMEVAL 2024
MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection SEMEVAL 2024
MasonTigers at SemEval-2024 Task 9: Solving Puzzles with an Ensemble of Chain-of-Thought Prompts SEMEVAL 2024
TTTS: Tree Test Time Simulation for Enhancing Decision Tree Robustness against Adversarial Examples AAAI 2024
Bayesian Exploration of Pre-trained Models for Low-shot Image Classification CVPR 2024
Tree-Averaging Algorithms for Ensemble-Based Unsupervised Discontinuous Constituency Parsing ACL 2024
Unleashing the Potentials of Likelihood Composition for Multi-modal Language Models EMNLP 2024
Differentially Private Next-Token Prediction of Large Language Models NAACL 2024
DUTH at SemEval-2023 Task 9: An Ensemble Approach for Twitter Intimacy Analysis SEMEVAL 2023
Simplicity Bias in 1-Hidden Layer Neural Networks NIPS 2023
UIRISC at SemEval-2023 Task 10: Explainable Detection of Online Sexism by Ensembling Fine-tuning Language Models SEMEVAL 2023
Self-Ensemble of N-best Generation Hypotheses by Lexically Constrained Decoding EMNLP 2023
Adaptive Calibrator Ensemble: Navigating Test Set Difficulty in Out-of-Distribution Scenarios ICCV 2023
Balanced Product of Calibrated Experts for Long-Tailed Recognition CVPR 2023
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models ICML 2023
Learning Curves for Noisy Heterogeneous Feature-Subsampled Ridge Ensembles NIPS 2023
Ensemble-Based Blackbox Attacks on Dense Prediction CVPR 2023
Exploiting Diversity of Automatic Transcripts from Distinct Speech Recognition Techniques for Children’s Speech INTERSPEECH 2023
RSM-NLP at BLP-2023 Task 2: Bangla Sentiment Analysis using Weighted and Majority Voted Fine-Tuned Transformers EMNLP 2023
AraDetector at ArAIEval Shared Task: An Ensemble of Arabic-specific pre-trained BERT and GPT-4 for Arabic Disinformation Detection EMNLP 2023
Confidence-based Ensembling of Perspective-aware Models EMNLP 2023
LKAU23 at Qur’an QA 2023: Using Transformer Models for Retrieving Passages and Finding Answers to Questions from the Qur’an EMNLP 2023
Frank at NADI 2023 Shared Task: Trio-Based Ensemble Approach for Arabic Dialect Identification EMNLP 2023
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs EMNLP 2023
Zero-Shot Data Maps. Efficient Dataset Cartography Without Model Training EMNLP 2023