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Core Methods
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Ensemble Methods
233 directly classified papers
Papers per year
2002: 2
2004: 1
2006: 3
2007: 4
2008: 1
2009: 1
2010: 3
2011: 2
2012: 4
2013: 13
2014: 9
2015: 8
2016: 7
2017: 11
2018: 12
2019: 18
2020: 23
2021: 16
2022: 16
2023: 14
2024: 30
2025: 35
Papers
Bridging Linguistic Complexity: Sentiment Analysis of Tamil Code-Mixed Text Using Meta-Model
NAACL 2025
Rubic2: Ensemble Model for Russian Lemmatization
ACL 2025
NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models
COLING 2025
Automated Collection of Evaluation Dataset for Semantic Search in Low-Resource Domain Language
COLING 2025
Equipping Vision Foundation Model with Mixture of Experts for Out-of-Distribution Detection
ICCV 2025
Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection
AAAI 2025
Improving Accuracy and Calibration via Differentiated Deep Mutual Learning
CVPR 2025
tinaal at SemEval-2025 Task 11: Enhancing Perceived Emotion Intensity Prediction with Boosting Fine-Tuned Transformers
SEMEVAL 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
Enhancing Plagiarism Detection in Marathi with a Weighted Ensemble of TF-IDF and BERT Embeddings for Low-Resource Language Processing
COLING 2025
YenLP_CS@DravidianLangTech 2025: Sentiment Analysis on Code-Mixed Tamil-Tulu Data Using Machine Learning and Deep Learning Models
NAACL 2025
On the Learning with Augmented Class via Forests
IJCAI 2025
BD at BEA 2025 Shared Task: MPNet Ensembles for Pedagogical Mistake Identification and Localization in AI Tutor Responses
ACL 2025
Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning Tasks
EMNLP 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
Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling
ACL 2025
RATHAN@DravidianLangTech 2025: Annaparavai - Separate the Authentic Human Reviews from AI-generated one
NAACL 2025
Fine-Tuned Transformer-Based Weighted Soft Voting Ensemble for Persuasion Technique Classification in Slavic Languages
ACL 2025
CUET-NLP_MP@DravidianLangTech 2025: A Transformer and LLM-Based Ensemble Approach for Fake News Detection in Dravidian
NAACL 2025
SkillAggregation: Reference-free LLM-Dependent Aggregation
ACL 2025
Grape at GenAI Detection Task 1: Leveraging Compact Models and Linguistic Features for Robust Machine-Generated Text Detection
COLING 2025
An Address Intelligence Framework for E-commerce Deliveries
EMNLP 2025
AniSan@NLU of Devanagari Script Languages 2025: Optimizing Language Identification with Ensemble Learning
COLING 2025
TechSSN3 at SemEval-2025 Task 11: Multi-Label Emotion Detection Using Ensemble Transformer Models and Lexical Rules
SEMEVAL 2025
Semantic Agreement Enables Efficient Open-Ended LLM Cascades
EMNLP 2025
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