--- title: "Summarization — papers, page 5" description: "Summarization: 115 papers of the Elamur Research library · page 5 of 5, the most cited first. Shortening a document or a set of documents to what matters." canonical: "https://research.elamur.ai/free/en/topics/summarization/page/5/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/topics/summarization/page/5/) [home](https://md.research.elamur.ai/free/en/) / [topics](https://md.research.elamur.ai/free/en/topics/) / [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/) / page 5 # 📝 Summarization 115 papers · page 5 of 5 · the most cited first · [all topics](https://md.research.elamur.ai/free/en/topics/) Shortening a document or a set of documents to what matters. [← prev](https://md.research.elamur.ai/free/en/topics/summarization/page/4/) [1](https://md.research.elamur.ai/free/en/topics/summarization/) … [4](https://md.research.elamur.ai/free/en/topics/summarization/page/4/) **5** - [Amharic Abstractive Text Summarization](https://md.research.elamur.ai/free/en/papers/zaki-2020-amharic-abstractive-text-summarization/) — Amr M. Zaki, Mahmoud I. Khalil, Hazem M. Abbas · 2020 · 7 citations - [A Lemma Based Evaluator for Semitic Language Text Summarization Systems](https://md.research.elamur.ai/free/en/papers/langstream-2014-el-shishtawy-lemma-based-evaluator-semitic-language/) — Tarek El-Shishtawy, Fatma El-Ghannam · 2014 · 7 citations - [Towards multi-lingual summarization: A comparative analysis of sentence extraction methods on English and Hebrew corpora](https://md.research.elamur.ai/free/en/papers/aclbulk-2010-litvak-multi-lingual-summarization-comparative-analysis/) — Marina Litvak, Mark Last, Slava Kisilevich, et al. · 2010 · 5 citations - [AraFinNews: Arabic Financial Summarisation with Domain-Adapted LLMs](https://md.research.elamur.ai/free/en/papers/el-2025-haj-arafinnews-arabic-financial-summarisation-domain/) — Mo El-Haj, Paul Rayson · 2025 · 4 citations - [FreeTxt-Vi: A Benchmarked Vietnamese-English Toolkit for Segmentation, Sentiment, and Summarisation](https://md.research.elamur.ai/free/en/papers/nguyen-2026-freetxt-vi-benchmarked-vietnamese-english/) — Hung Huy Nguyen, Mo El-Haj, Paul Rayson, et al. · 2026 · 3 citations - [Transformer Models in Education: Summarizing Science Textbooks with AraBART, MT5, AraT5, and mBART](https://md.research.elamur.ai/free/en/papers/masri-2024-transformer-models-education-summarizing-science/) — Sari Masri; Yaqeen Raddad; Fidaa Khandaqji; Huthaifa I. Ashqar;, Mohammed Elhenawy · 2024 · 3 citations - [Revisiting Metric Reliability for Fine-grained Evaluation of Machine Translation and Summarization in Indian Languages](https://md.research.elamur.ai/free/en/papers/yari-2026-revisiting-metric-reliability-fine-grained/) — Amir Hossein Yari, Kalmit Kulkarni, Ahmad Raza Khan, et al. · 2026 · 1 citation - [Bridging Cognition and Affect: Emotion-Aware Opinion Summarization using LLMs](https://md.research.elamur.ai/free/en/papers/attri-2026-bridging-cognition-affect-emotion-aware/) — Arnav Attri, Anuj Attri · 2026 - [Comparing Approaches to Automatic Summarization in Less-Resourced Languages](https://md.research.elamur.ai/free/en/papers/michel-2026-comparing-approaches-automatic-summarization-less/) — Chester Palen-Michel, Constantine Lignos · 2026 - [Evaluating the Retrieval Component in a Retrieval-Augmented Summarization System for Patient Records in French](https://md.research.elamur.ai/free/en/papers/naguib-2026-evaluating-retrieval-component-retrieval-augmented/) — Marco Naguib, Christel Gérardin, Victor Beaucoté, et al. · 2026 - [Extractive Summarization for Arabic Documents Using SAraBERT with a Semantic Siamese Similarity Evaluation Metric](https://md.research.elamur.ai/free/en/papers/deen-2026-extractive-summarization-arabic-documents-using/) — Sami Shames El Deen, Mariette Awad · 2026 - [InstructSum: A Benchmark to Evaluate Instruction-Following Capability of Large Language Models in Summarization](https://md.research.elamur.ai/free/en/papers/nishida-2026-instructsum-benchmark-evaluate-instruction-following/) — Kosuke Nishida, Kyosuke Nishida, Itsumi Saito · 2026 - [Leveraging Digitized Newspapers to Collect Summarization Data in Low-Resource Languages](https://md.research.elamur.ai/free/en/papers/aclbulk-2026-dahan-leveraging-digitized-newspapers-collect-summarization/) — Noam Dahan, Omer Kidron, Gabriel Stanovsky · 2026 - [RadTimeline: Timeline Summarization for Longitudinal Radiological Lung Findings](https://md.research.elamur.ai/free/en/papers/zhou-2026-radtimeline-timeline-summarization-longitudinal-radiological/) — Sitong Zhou, Meliha Yetisgen, Mari Ostendorf · 2026 - [HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew](https://md.research.elamur.ai/free/en/papers/lingbulk-2024-mondshine-hesum-novel-dataset-abstractive-text/) — Itai Mondshine, Tzuf Paz-Argaman, Asaf Achi Mordechai, et al. · 2024 [← prev](https://md.research.elamur.ai/free/en/topics/summarization/page/4/) [1](https://md.research.elamur.ai/free/en/topics/summarization/) … [4](https://md.research.elamur.ai/free/en/topics/summarization/page/4/) **5**