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ARC: Argument Representation and Coverage Analysis for Zero-Shot Long Document Summarization with Instruction Following LLMs EACL 2026 A Tale of Evaluating Factual Consistency: Case Study on Long Document Summarization Evaluation ACL 2025 Automatic Summarization of Long Documents (Student Abstract) AAAI 2025 ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025 Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document Summarization NAACL 2025 M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework EMNLP 2025 MMDocIR: Benchmarking Multimodal Retrieval for Long Documents EMNLP 2025 The Elephant in the Coreference Room: Resolving Coreference in Full-Length French Fiction Works EMNLP 2025 TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents ACL 2025 An LCF-IDF Document Representation Model Applied to Long Document Classification COLING 2024 Attribute or Abstain: Large Language Models as Long Document Assistants EMNLP 2024 ContraDoc: Understanding Self-Contradictions in Documents with Large Language Models NAACL 2024 Coreference in Long Documents using Hierarchical Entity Merging EACL 2024 Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition EMNLP 2024 Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification EMNLP 2024 Length-Aware Multi-Kernel Transformer for Long Document Classification NAACL 2024 LexAbSumm: Aspect-based Summarization of Legal Decisions COLING 2024 LOCOST: State-Space Models for Long Document Abstractive Summarization EACL 2024 LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration EMNLP 2024 LongDocFACTScore: Evaluating the Factuality of Long Document Abstractive Summarisation COLING 2024 NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents ACL 2024 Summarizing Long Regulatory Documents with a Multi-Step Pipeline EMNLP 2024 AttenWalker: Unsupervised Long-Document Question Answering via Attention-based Graph Walking ACL 2023 CoLT5: Faster Long-Range Transformers with Conditional Computation EMNLP 2023 Dual Cache for Long Document Neural Coreference Resolution ACL 2023