Comparing Approaches to Automatic Summarization in Less-Resourced Languages
Fuente:
arXiv
Saved in:
| Main Authors: | Palen-Michel, Chester, Lignos, Constantine |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
QueryNER: Segmentation of E-commerce Queries
by: Palen-Michel, Chester, et al.
Published: (2024)
by: Palen-Michel, Chester, et al.
Published: (2024)
The Effectiveness of Morphology-aware Segmentation in Low-Resource Neural Machine Translation
by: Sälevä, Jonne, et al.
Published: (2021)
by: Sälevä, Jonne, et al.
Published: (2021)
OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages
by: Palen-Michel, Chester, et al.
Published: (2024)
by: Palen-Michel, Chester, et al.
Published: (2024)
ParaNames 1.0: Creating an Entity Name Corpus for 400+ Languages using Wikidata
by: Sälevä, Jonne, et al.
Published: (2024)
by: Sälevä, Jonne, et al.
Published: (2024)
CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English
by: Rueda, Andrew, et al.
Published: (2024)
by: Rueda, Andrew, et al.
Published: (2024)
Investigating LLM Applications in E-Commerce
by: Palen-Michel, Chester, et al.
Published: (2024)
by: Palen-Michel, Chester, et al.
Published: (2024)
Automatic Summarization of Long Documents
by: Chhibbar, Naman, et al.
Published: (2024)
by: Chhibbar, Naman, et al.
Published: (2024)
Systematic Exploration of Dialogue Summarization Approaches for Reproducibility, Comparative Assessment, and Methodological Innovations for Advancing Natural Language Processing in Abstractive Summarization
by: Gogireddy, Yugandhar Reddy, et al.
Published: (2024)
by: Gogireddy, Yugandhar Reddy, et al.
Published: (2024)
CNsum:Automatic Summarization for Chinese News Text
by: Zhao, Yu, et al.
Published: (2025)
by: Zhao, Yu, et al.
Published: (2025)
Improving Automatic Summarization of Radiology Reports through Mid-Training of Large Language Models
by: Lyu, Mengxian, et al.
Published: (2026)
by: Lyu, Mengxian, et al.
Published: (2026)
What's under the hood: Investigating Automatic Metrics on Meeting Summarization
by: Kirstein, Frederic, et al.
Published: (2024)
by: Kirstein, Frederic, et al.
Published: (2024)
FairytaleQA Translated: Enabling Educational Question and Answer Generation in Less-Resourced Languages
by: Leite, Bernardo, et al.
Published: (2024)
by: Leite, Bernardo, et al.
Published: (2024)
Less is More: Resource-Efficient Low-Rank Adaptation
by: Tian, Chunlin, et al.
Published: (2025)
by: Tian, Chunlin, et al.
Published: (2025)
Don't Believe Everything You Read: Enhancing Summarization Interpretability through Automatic Identification of Hallucinations in Large Language Models
by: Vakharia, Priyesh, et al.
Published: (2023)
by: Vakharia, Priyesh, et al.
Published: (2023)
A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches
by: Sahu, Gaurav, et al.
Published: (2024)
by: Sahu, Gaurav, et al.
Published: (2024)
Doing More with Less: Data Augmentation for Sudanese Dialect Automatic Speech Recognition
by: Mansour, Ayman
Published: (2026)
by: Mansour, Ayman
Published: (2026)
State Space Models for Extractive Summarization in Low Resource Scenarios
by: Khayi, Nisrine Ait
Published: (2025)
by: Khayi, Nisrine Ait
Published: (2025)
Summarization Metrics for Spanish and Basque: Do Automatic Scores and LLM-Judges Correlate with Humans?
by: Barnes, Jeremy, et al.
Published: (2025)
by: Barnes, Jeremy, et al.
Published: (2025)
A Comparative Study of Quality Evaluation Methods for Text Summarization
by: Nguyen, Huyen, et al.
Published: (2024)
by: Nguyen, Huyen, et al.
Published: (2024)
Less is More for Improving Automatic Evaluation of Factual Consistency
by: Wang, Tong, et al.
Published: (2024)
by: Wang, Tong, et al.
Published: (2024)
Doing More with Less: A Survey on Routing Strategies for Resource Optimisation in Large Language Model-Based Systems
by: Varangot-Reille, Clovis, et al.
Published: (2025)
by: Varangot-Reille, Clovis, et al.
Published: (2025)
Reliability Gated Multi-Teacher Distillation for Low Resource Abstractive Summarization
by: Sumit, Dipto, et al.
Published: (2026)
by: Sumit, Dipto, et al.
Published: (2026)
Overview of ADoBo at IberLEF 2025: Automatic Detection of Anglicisms in Spanish
by: Alvarez-Mellado, Elena, et al.
Published: (2025)
by: Alvarez-Mellado, Elena, et al.
Published: (2025)
Unraveling the Capabilities of Language Models in News Summarization
by: Odabaşı, Abdurrahman, et al.
Published: (2025)
by: Odabaşı, Abdurrahman, et al.
Published: (2025)
Beyond statistical significance: Quantifying uncertainty and statistical variability in multilingual and multitask NLP evaluation
by: Sälevä, Jonne, et al.
Published: (2025)
by: Sälevä, Jonne, et al.
Published: (2025)
Exploring Iterative Controllable Summarization with Large Language Models
by: Ryu, Sangwon, et al.
Published: (2024)
by: Ryu, Sangwon, et al.
Published: (2024)
Language-Independent Representations Improve Zero-Shot Summarization
by: Solovyev, Vladimir, et al.
Published: (2024)
by: Solovyev, Vladimir, et al.
Published: (2024)
Lessons from the Field: An Adaptable Lifecycle Approach to Applied Dialogue Summarization
by: Chawla, Kushal, et al.
Published: (2026)
by: Chawla, Kushal, et al.
Published: (2026)
LoASR-Bench: Evaluating Large Speech Language Models on Low-Resource Automatic Speech Recognition Across Language Families
by: Chen, Jianan, et al.
Published: (2026)
by: Chen, Jianan, et al.
Published: (2026)
PreSumm: Predicting Summarization Performance Without Summarizing
by: Koniaev, Steven, et al.
Published: (2025)
by: Koniaev, Steven, et al.
Published: (2025)
An Empirical Study of Many-to-Many Summarization with Large Language Models
by: Wang, Jiaan, et al.
Published: (2025)
by: Wang, Jiaan, et al.
Published: (2025)
TrueBrief: Faithful Summarization through Small Language Models
by: Lakara, Kumud, et al.
Published: (2025)
by: Lakara, Kumud, et al.
Published: (2025)
Fine-Tuned Language Models for Domain-Specific Summarization and Tagging
by: Wang, Jun, et al.
Published: (2025)
by: Wang, Jun, et al.
Published: (2025)
Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization
by: Chrysostomou, George, et al.
Published: (2023)
by: Chrysostomou, George, et al.
Published: (2023)
Cross-Lingual Conversational Speech Summarization with Large Language Models
by: Nelson, Max, et al.
Published: (2024)
by: Nelson, Max, et al.
Published: (2024)
Can Small Language Models Handle Context-Summarized Multi-Turn Customer-Service QA? A Synthetic Data-Driven Comparative Evaluation
by: Cooray, Lakshan, et al.
Published: (2026)
by: Cooray, Lakshan, et al.
Published: (2026)
Think Carefully and Check Again! Meta-Generation Unlocking LLMs for Low-Resource Cross-Lingual Summarization
by: Li, Zhecheng, et al.
Published: (2024)
by: Li, Zhecheng, et al.
Published: (2024)
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
by: Jiang, Zhouyu, et al.
Published: (2024)
by: Jiang, Zhouyu, et al.
Published: (2024)
Less Context, Same Performance: A RAG Framework for Resource-Efficient LLM-Based Clinical NLP
by: Cheetirala, Satya Narayana, et al.
Published: (2025)
by: Cheetirala, Satya Narayana, et al.
Published: (2025)
Less Back-and-Forth: A Comparative Study of Structured Prompting
by: Ghosh, Saurav, et al.
Published: (2026)
by: Ghosh, Saurav, et al.
Published: (2026)
Similar Items
-
QueryNER: Segmentation of E-commerce Queries
by: Palen-Michel, Chester, et al.
Published: (2024) -
The Effectiveness of Morphology-aware Segmentation in Low-Resource Neural Machine Translation
by: Sälevä, Jonne, et al.
Published: (2021) -
OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages
by: Palen-Michel, Chester, et al.
Published: (2024) -
ParaNames 1.0: Creating an Entity Name Corpus for 400+ Languages using Wikidata
by: Sälevä, Jonne, et al.
Published: (2024) -
CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English
by: Rueda, Andrew, et al.
Published: (2024)