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multilingual summarization

22 papers

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Also known as

MLS

Co-occurring keywords

text summarization (889) abstractive summarization (631) extractive summarization (310) cross-lingual summarization (49) machine translation (2472) evaluation metric (415) evaluation metrics (195) large language model (12755) cross-lingual transfer (1468) multilingual nlp (1423)

Papers

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization ACL 2025
COSMMIC: Comment-Sensitive Multimodal Multilingual Indian Corpus for Summarization and Headline Generation ACL 2025
MedQwen-PE: Medical Qwen for Parameter-Efficient Multilingual Patient-Centric Summarization, Question Answering and Information Extraction AACL 2025
Adaptive LoRA Merge with Parameter Pruning for Low-Resource Generation ACL 2025
An Empirical Study of Many-to-Many Summarization with Large Language Models ACL 2025
Re-Evaluating Evaluation for Multilingual Summarization EMNLP 2024
Rethinking Efficient Multilingual Text Summarization Meta-Evaluation ACL 2024
Low-Rank Adaptation for Multilingual Summarization: An Empirical Study NAACL 2024
GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024
PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India EMNLP 2023
LANS: Large-scale Arabic News Summarization Corpus EMNLP 2023
Echoes from Alexandria: A Large Resource for Multilingual Book Summarization ACL 2023
Towards Unifying Multi-Lingual and Cross-Lingual Summarization ACL 2023
Multilingual Summarization with Factual Consistency Evaluation ACL 2023
LR-Sum: Summarization for Less-Resourced Languages ACL 2023
MILDSum: A Novel Benchmark Dataset for Multilingual Summarization of Indian Legal Case Judgments EMNLP 2023
Detecting and Mitigating Hallucinations in Multilingual Summarisation EMNLP 2023
Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization ACL 2022
Unsupervised Approach to Multilingual User Comments Summarization EACL 2021
Evaluation of Abstractive Summarisation Models with Machine Translation in Deliberative Processes EMNLP 2021
Abstract Text Summarization: A Low Resource Challenge EMNLP 2019
PKUSUMSUM : A Java Platform for Multilingual Document Summarization COLING 2016