conftrace_

embedding dimension reduction

3 papers

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Co-occurring keywords · papers mentioning both

cross-category learning (1) transformer compression (1) multi-layer embedding training (1) parameter removal (1) multi-layer embedding (1) rare category (1) large language model (1) click-through rate prediction (1) click-through rate (1) model sparsification (1)

Papers

Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions EMNLP 2024 SliceGPT: Compress Large Language Models by Deleting Rows and Columns ICLR 2024 Enhancing Cross-Category Learning in Recommendation Systems with Multi-Layer Embedding Training ACML 2023