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ensemble method

564 papers

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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

NMF Ensembles? Not for Text Summarization! EMNLP 2020
A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning AAAI 2020
Hitachi at SemEval-2020 Task 8: Simple but Effective Modality Ensemble for Meme Emotion Recognition COLING 2020
Lijunyi at SemEval-2020 Task 4: An ALBERT Model Based Maximum Ensemble with Different Training Sizes and Depths for Commonsense Validation and Explanation SEMEVAL 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference CONLL 2020
PsuedoProp at SemEval-2020 Task 11: Propaganda Span Detection Using BERT-CRF and Ensemble Sentence Level Classifier SEMEVAL 2020
DESlib: A Dynamic ensemble selection library in Python JMLR 2020
TTUI at SemEval-2020 Task 11: Propaganda Detection with Transfer Learning and Ensembles COLING 2020
Not-NUTs at WNUT-2020 Task 2: A BERT-based System in Identifying Informative COVID-19 English Tweets EMNLP 2020
Applying Multilingual and Monolingual Transformer-Based Models for Dialect Identification COLING 2020
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity ACL 2020
CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models EMNLP 2020
SU-NLP at WNUT-2020 Task 2: The Ensemble Models EMNLP 2020
EL-BERT at SemEval-2020 Task 10: A Multi-Embedding Ensemble Based Approach for Emphasis Selection in Visual Media COLING 2020
Frustratingly Easy Multilingual Grapheme-to-Phoneme Conversion ACL 2020
Discovery Team at SemEval-2020 Task 1: Context-sensitive Embeddings Not Always Better than Static for Semantic Change Detection COLING 2020
ERLP: Ensembles of Reinforcement Learning Policies (Student Abstract) AAAI 2020
Tencent Neural Machine Translation Systems for the WMT20 News Translation Task EMNLP 2020
Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing ACL 2020
LTG-ST at NADI Shared Task 1: Arabic Dialect Identification using a Stacking Classifier COLING 2020
Detecting Objectifying Language in Online Professor Reviews EMNLP 2020
COVCOR20 at WNUT-2020 Task 2: An Attempt to Combine Deep Learning and Expert rules EMNLP 2020
Sarcasm Detection Using an Ensemble Approach ACL 2020
An Ensemble Method for Producing Word Representations focusing on the Greek Language AACL 2020
Amsqr at SemEval-2020 Task 12: Offensive Language Detection Using Neural Networks and Anti-adversarial Features COLING 2020