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legal summarization

14 papers

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Co-occurring keywords · papers mentioning both

large language model (4) text summarization (4) sequence-to-sequence model (3) legal document (2) abstractive summarization (2) semantic retrieval (2) retrieval-augmented generation (2) text generation (2) multilingual nlp (2) zero-shot probing (1)

Papers

ARC: Argument Representation and Coverage Analysis for Zero-Shot Long Document Summarization with Instruction Following LLMs EACL 2026 A Budget Recipe for Finetuning a Long-form Legal Summarization Model AACL 2025 CaseSumm: A Large-Scale Dataset for Long-Context Summarization from U.S. Supreme Court Opinions NAACL 2025 Combining Extractive and Generative Methods for Legal Summarization: Tayronas Trigrams at JUST-NLP 2025 AACL 2025 Contextors at L-SUMM: Retriever-Driven Multi-Generator Summarization AACL 2025 Modeling Motivated Reasoning in Law: Evaluating Strategic Role Conditioning in LLM Summarization EMNLP 2025 NIT-Surat@L-Sum: A Semantic Retrieval-Based Framework for Summarizing Indian Judicial Documents AACL 2025 Nyay-Darpan: Enhancing Decision Making Through Summarization and Case Retrieval for Consumer Law in India AACL 2025 RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity NAACL 2025 SCaLAR_NITK @ JUSTNLP Legal Summarization (L-SUMM) Shared Task AACL 2025 Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerland EMNLP 2025 LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English EMNLP 2024 MILDSum: A Novel Benchmark Dataset for Multilingual Summarization of Indian Legal Case Judgments EMNLP 2023 A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction NeurIPS 2022