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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