conftrace_

model fusion

72 papers

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Co-occurring keywords

large language model (13587) language model (4599) federated learning (1333) neural network (6616) knowledge distillation (3725) ensemble learning (1274) low-rank adaptation (560) model ensemble (247) multimodal learning (4645) text classification (6793)

Papers

URG: A Unified Ranking and Generation Method for Ensembling Language Models ACL 2024
A Federated Learning Approach to Privacy Preserving Offensive Language Identification COLING 2024
Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion EMNLP 2024
What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection ACL 2023
PingAnLifeInsurance at SemEval-2023 Task 12: Sentiment Analysis for Low-resource African Languages with Multi-Model Fusion ACL 2023
Howard University Computer Science at SemEval-2023 Task 12: A 2-Step System Design for Multilingual Sentiment Classification with Language Identification ACL 2023
OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition INTERSPEECH 2023
Description and analysis of the KPT system for NIST Language Recognition Evaluation 2022 INTERSPEECH 2023
Howard University Computer Science at SemEval-2023 Task 12: A 2-Step System Design for Multilingual Sentiment Classification with Language Identification SEMEVAL 2023
MagicFusion: Boosting Text-to-Image Generation Performance by Fusing Diffusion Models ICCV 2023
Exploring the Impact of Pretrained Models and Web-Scraped Data for the 2022 NIST Language Recognition Evaluation INTERSPEECH 2023
Document-Level Language Models for Machine Translation EMNLP 2023
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation NIPS 2023
PingAnLifeInsurance at SemEval-2023 Task 12: Sentiment Analysis for Low-resource African Languages with Multi-Model Fusion SEMEVAL 2023
Learning Cross-lingual Mappings for Data Augmentation to Improve Low-Resource Speech Recognition INTERSPEECH 2023
PAIC at SemEval-2022 Task 5: Multi-Modal Misogynous Detection in MEMES with Multi-Task Learning And Multi-model Fusion SEMEVAL 2022
RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs SEMEVAL 2022
Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion INTERSPEECH 2022
Deep Neural Network Fusion via Graph Matching with Applications to Model Ensemble and Federated Learning ICML 2022
Probabilistic Fusion of Neural Networks that Incorporates Global Information ACML 2022
Meta-learning without data via Wasserstein distributionally-robust model fusion UAI 2022
Fusion of Self-supervised Learned Models for MOS Prediction INTERSPEECH 2022
RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs NAACL 2022
On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation COLING 2022
CSECU-DSG at SemEval-2021 Task 1: Fusion of Transformer Models for Lexical Complexity Prediction IJCNLP 2021