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text chunking

20 papers

Papers

AutoChunker: Structured Text Chunking and its Evaluation ACL 2025 Document Segmentation Matters for Retrieval-Augmented Generation ACL 2025 Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation COLING 2025 MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System ACL 2025 MultiDocFusion : Hierarchical and Multimodal Chunking Pipeline for Enhanced RAG on Long Industrial Documents EMNLP 2025 Structure-Aware Chunking for Abstractive Summarization of Long Legal Documents AACL 2025 Towards Reliable Retrieval in RAG Systems for Large Legal Datasets EMNLP 2025 TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents ACL 2025 TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text EMNLP 2025 Ctyun AI at BioLaySumm: Enhancing Lay Summaries of Biomedical Articles Through Large Language Models and Data Augmentation ACL 2024 Large Language Models Are No Longer Shallow Parsers ACL 2024 MC-indexing: Effective Long Document Retrieval via Multi-view Content-aware Indexing EMNLP 2024 SPEADO: Segmentation and Punctuation for Ancient Chinese Texts via Example Augmentation and Decoding Optimization COLING 2024 Fast and Accurate Factual Inconsistency Detection Over Long Documents EMNLP 2023 Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension ACL 2020 SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling NAACL 2019 An Algebra for Feature Extraction ACL 2017 NNVLP: A Neural Network-Based Vietnamese Language Processing Toolkit IJCNLP 2017 Shallow Parsing using Specialized HMMs JMLR 2002 Text Chunking based on a Generalization of Winnow JMLR 2002