conftrace_

compression ratio

16 papers

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Co-occurring keywords

model compression (3302) neural network pruning (265) automatic evaluation (225) sentence simplification (51) sari metric (4) reference metric (3) data compression (49) text simplification (298) quality estimation (232) single-cell rna-seq (10)

Papers

Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity ACL 2025
Standardizing the Measurement of Text Diversity: A Tool and Comparative Analysis IJCNLP 2025
Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs ACL 2024
Capturing the denoising effect of PCA via compression ratio NIPS 2024
Practical Hybrid Gradient Compression for Federated Learning Systems IJCAI 2024
Pruning vs Quantization: Which is Better? NIPS 2023
Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio NAACL 2022
An Information-Theoretic Justification for Model Pruning AISTATS 2022
ROAD: Learning an Implicit Recursive Octree Auto-Decoder to Efficiently Encode 3D Shapes CORL 2022
A Probabilistic Approach to Neural Network Pruning ICML 2021
Deep Reinforcement Learning for a Dictionary Based Compression Schema (Student Abstract) AAAI 2021
With Measured Words: Simple Sentence Selection for Black-Box Optimization of Sentence Compression Algorithms EACL 2021
Layerwise Sparse Coding for Pruned Deep Neural Networks with Extreme Compression Ratio AAAI 2020
EASSE: Easier Automatic Sentence Simplification Evaluation IJCNLP 2019
EASSE: Easier Automatic Sentence Simplification Evaluation EMNLP 2019
Stochastic Neighbor Compression ICML 2014