text compression

Comparing Text Compression Capabilities of Large Language Models with Traditional Compression Algorithms EACL 2026 ZipLJP: Zipped Information Processor for Legal Judgment Prediction AAAI 2026 Beyond Text Compression: Evaluating Tokenizers Across Scales ACL 2025 DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression ACL 2025 L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression AAAI 2025 Test-Time Steering for Lossless Text Compression via Weighted Product of Experts EMNLP 2025 Text Compression for Efficient Language Generation NAACL 2025 Understanding and Improving Information Preservation in Prompt Compression for LLMs EMNLP 2025 An Algorithmic Approach to Analyzing Rhetorical Structures EACL 2024 An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation ACL 2024 BPE Gets Picky: Efficient Vocabulary Refinement During Tokenizer Training EMNLP 2024 Information Parity: Measuring and Predicting the Multilingual Capabilities of Language Models EMNLP 2024 Multi-Model System for Effective Subtitling Compression ACL 2024 Tokenization Is More Than Compression EMNLP 2024 Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance ACL 2024 Contextualized Semantic Distance between Highly Overlapped Texts ACL 2023 Learn Your Tokens: Word-Pooled Tokenization for Language Modeling EMNLP 2023 Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation EMNLP 2022 Compressive Summarization with Plausibility and Salience Modeling EMNLP 2020 Data-efficient Neural Text Compression with Interactive Learning NAACL 2019 Towards Lossless Encoding of Sentences ACL 2019 Unsupervised Rewriter for Multi-Sentence Compression ACL 2019 Bottom-Up Abstractive Summarization EMNLP 2018 Japanese Sentence Compression with a Large Training Dataset ACL 2017 Succinct Data Structures for NLP-at-Scale COLING 2016