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Model Merging

558 papers

Papers per year

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Papers

Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing ACL 2020
The Implicit Regularization of Ordinary Least Squares Ensembles AISTATS 2020
TTUI at SemEval-2020 Task 11: Propaganda Detection with Transfer Learning and Ensembles COLING 2020
KAFK at SemEval-2020 Task 12: Checkpoint Ensemble of Transformers for Hate Speech Classification COLING 2020
KDELAB at SemEval-2020 Task 12: A System for Estimating Aggression of Tweets Using Two Layers of BERT Features COLING 2020
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models EMNLP 2020
The Volctrans Machine Translation System for WMT20 EMNLP 2020
RTM Ensemble Learning Results at Quality Estimation Task EMNLP 2020
SU-NLP at WNUT-2020 Task 2: The Ensemble Models EMNLP 2020
CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models EMNLP 2020
Learning Task-Agnostic Embedding of Multiple Black-Box Experts for Multi-Task Model Fusion ICML 2020
Fully Nested Neural Network for Adaptive Compression and Quantization IJCAI 2020
Black-Box Adaptation of ASR for Accented Speech INTERSPEECH 2020
Combination of End-to-End and Hybrid Models for Speech Recognition INTERSPEECH 2020
Sparse Mixture of Local Experts for Efficient Speech Enhancement INTERSPEECH 2020
Cornac: A Comparative Framework for Multimodal Recommender Systems JMLR 2020
CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word Representations SEMEVAL 2020
Hitachi at SemEval-2020 Task 7: Stacking at Scale with Heterogeneous Language Models for Humor Recognition SEMEVAL 2020
Solomon at SemEval-2020 Task 11: Ensemble Architecture for Fine-Tuned Propaganda Detection in News Articles SEMEVAL 2020
Superposition of many models into one NIPS 2019
Amalgamating Knowledge towards Comprehensive Classification AAAI 2019
Improving Sentiment Classification in Slovak Language ACL 2019
Unifying Heterogeneous Classifiers With Distillation CVPR 2019
EASSE: Easier Automatic Sentence Simplification Evaluation EMNLP 2019
Customizing Student Networks From Heterogeneous Teachers via Adaptive Knowledge Amalgamation ICCV 2019