conftrace_

model decomposition

11 papers

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Co-occurring keywords

model compression (3302) graphical model (864) federated learning (1333) first-order inference (1) decomposition trees (3) adversarial attack (1621) state space model (390) deep neural network (1803) adversarial defense (325) language model (4599)

Papers

Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition EMNLP 2025
DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation COLING 2025
LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models ACL 2025
When Parts Are Greater Than Sums: Individual LLM Components Can Outperform Full Models EMNLP 2024
Linearly Decomposing and Recomposing Vision Transformers for Diverse-Scale Models NIPS 2024
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference ACL 2022
Federated Model Decomposition with Private Vocabulary for Text Classification EMNLP 2022
Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation EMNLP 2021
Adversarial Defense Through Network Profiling Based Path Extraction CVPR 2019
Structured Factored Inference for Probabilistic Programming AISTATS 2018
First-order Decomposition Trees NIPS 2013