conftrace_

ensemble model

105 papers

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Co-occurring keywords

ensemble learning (1274) text classification (6793) transformer model (1996) sentiment analysis (2084) data augmentation (3052) pretrained language model (1030) ensemble method (564) transfer learning (5449) pre-trained language model (1515) language model (4599)

Papers

Empaths at SemEval-2025 Task 11: Retrieval-Augmented Approach to Perceived Emotions Prediction SEMEVAL 2025
HITS at DISRPT 2025: Discourse Segmentation, Connective Detection, and Relation Classification EMNLP 2025
A Framework for Large-Scale Parallel Corpus Evaluation: Ensemble Quality Estimation Models Versus Human Assessment ACL 2025
PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles NAACL 2025
GRASP at CoMeDi Shared Task: Multi-Strategy Modeling of Annotator Behavior in Multi-Lingual Semantic Judgments COLING 2025
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers ICCV 2025
RATHAN@DravidianLangTech 2025: Annaparavai - Separate the Authentic Human Reviews from AI-generated one NAACL 2025
Empaths at SemEval-2025 Task 11: Retrieval-Augmented Approach to Perceived Emotions Prediction ACL 2025
MOSAIC at GENAI Detection Task 3 : Zero-Shot Detection Using an Ensemble of Models COLING 2025
LuxVeri at GenAI Detection Task 3: Cross-Domain Detection of AI-Generated Text Using Inverse Perplexity-Weighted Ensemble of Fine-Tuned Transformer Models COLING 2025
MultiProp Framework: Ensemble Models for Enhanced Cross-Lingual Propaganda Detection in Social Media and News using Data Augmentation, Text Segmentation, and Meta-Learning COLING 2025
YenLP_CS@DravidianLangTech 2025: Sentiment Analysis on Code-Mixed Tamil-Tulu Data Using Machine Learning and Deep Learning Models NAACL 2025
MEnTr@LT-EDI-2024: Multilingual Ensemble of Transformer Models for Homophobia/Transphobia Detection EACL 2024
Multilingual ESG News Impact Identification Using an Augmented Ensemble Approach COLING 2024
PersianEmo: Enhancing Farsi-Dari Emotion Analysis with a Hybrid Transformer and Recurrent Neural Network Model COLING 2024
AIMA at SemEval-2024 Task 10: History-Based Emotion Recognition in Hindi-English Code-Mixed Conversations SEMEVAL 2024
FB-GAN: A Novel Neural Sentiment-Enhanced Model for Stock Price Prediction COLING 2024
AIMA at SemEval-2024 Task 10: History-Based Emotion Recognition in Hindi-English Code-Mixed Conversations NAACL 2024
Groningen team D at SemEval-2024 Task 8: Exploring data generation and a combined model for fine-tuning LLMs for Multidomain Machine-Generated Text Detection NAACL 2024
TM-TREK at SemEval-2024 Task 8: Towards LLM-Based Automatic Boundary Detection for Human-Machine Mixed Text NAACL 2024
Stabilizing Linear Passive-Aggressive Online Learning with Weighted Reservoir Sampling NIPS 2024
Correcting Challenging Finnish Learner Texts With Claude, GPT-3.5 and GPT-4 Large Language Models EACL 2024
Improving Low Resource Speech Translation with Data Augmentation and Ensemble Strategies ACL 2023
NLP-LTU at SemEval-2023 Task 10: The Impact of Data Augmentation and Semi-Supervised Learning Techniques on Text Classification Performance on an Imbalanced Dataset ACL 2023
Stanford MLab at SemEval-2023 Task 10: Exploring GloVe- and Transformer-Based Methods for the Explainable Detection of Online Sexism SEMEVAL 2023