| LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression | Mar 19, 2024 | GSM8KLanguage Modelling | CodeCode Available | 9 |
| Recurrent Context Compression: Efficiently Expanding the Context Window of LLM | Jun 10, 2024 | Long-Context UnderstandingQuestion Answering | CodeCode Available | 2 |
| TokAlign: Efficient Vocabulary Adaptation via Token Alignment | Jun 4, 2025 | SentenceText Compression | CodeCode Available | 1 |
| L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression | Dec 21, 2024 | Data CompressionText Compression | CodeCode Available | 1 |
| FineZip : Pushing the Limits of Large Language Models for Practical Lossless Text Compression | Sep 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| BPE Gets Picky: Efficient Vocabulary Refinement During Tokenizer Training | Sep 6, 2024 | Text Compression | CodeCode Available | 1 |
| Neural Retrievers are Biased Towards LLM-Generated Content | Oct 31, 2023 | Information RetrievalRetrieval | CodeCode Available | 1 |
| LLMZip: Lossless Text Compression using Large Language Models | Jun 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models | Aug 20, 2017 | GPUText Compression | CodeCode Available | 1 |
| Beyond Text Compression: Evaluating Tokenizers Across Scales | Jun 3, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Measuring Information Distortion in Hierarchical Ultra long Novel Generation:The Optimal Expansion Ratio | May 18, 2025 | Text Compression | —Unverified | 0 |
| Hypernym Mercury: Token Optimization Through Semantic Field Constriction And Reconstruction From Hypernyms. A New Text Compression Method | May 12, 2025 | Semantic CompressionSemantic Similarity | —Unverified | 0 |
| Lossless Compression of Large Language Model-Generated Text via Next-Token Prediction | May 7, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Text Compression for Efficient Language Generation | Mar 14, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text Approaches | Feb 10, 2025 | Document SummarizationMulti-Document Summarization | CodeCode Available | 0 |
| Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance | Dec 23, 2024 | Computational EfficiencyText Compression | CodeCode Available | 0 |
| An Enhanced Text Compression Approach Using Transformer-based Language Models | Dec 15, 2024 | de-enText Compression | —Unverified | 0 |
| IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model | Dec 10, 2024 | ArticlesFew-Shot Learning | CodeCode Available | 0 |
| Theoretical Analysis of Byte-Pair Encoding | Nov 13, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| AlphaZip: Neural Network-Enhanced Lossless Text Compression | Sep 23, 2024 | BenchmarkingData Compression | CodeCode Available | 0 |
| XCompress: LLM assisted Python-based text compression toolkit | Aug 12, 2024 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| Variational Bayesian Methods for a Tree-Structured Stick-Breaking Process Mixture of Gaussians by Application of the Bayes Codes for Context Tree Models | May 1, 2024 | Computational EfficiencyText Compression | —Unverified | 0 |
| Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance | Mar 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Semantic Text Compression for Classification | Sep 19, 2023 | ClassificationDecoder | —Unverified | 0 |
| EntropyRank: Unsupervised Keyphrase Extraction via Side-Information Optimization for Language Model-based Text Compression | Aug 25, 2023 | Keyphrase ExtractionLanguage Modeling | —Unverified | 0 |
