← Generation
Natural Language Processing › Generation ›

Summarization

1599 directly classified papers

Papers per year

Papers

ROUGE-SciQFS: A ROUGE-based Method to Automatically Create Datasets for Scientific Query-Focused Summarization COLING 2025
Factual Dialogue Summarization via Learning from Large Language Models COLING 2025
Leveraging Language Models for Summarizing Mental State Examinations: A Comprehensive Evaluation and Dataset Release COLING 2025
From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization ACL 2025
QUARTZ: QA-based Unsupervised Abstractive Refinement for Task-oriented Dialogue Summarization EMNLP 2025
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation IJCNLP 2025
Not Lost After All: How Cross-Encoder Attribution Challenges Position Bias Assumptions in LLM Summarization EMNLP 2025
Who Remembers What? Tracing Information Fidelity in Human-AI Chains IJCNLP 2025
uMedSum: A Unified Framework for Clinical Abstractive Summarization ACL 2025
Quantifying Cognitive Bias Induction in LLM-Generated Content IJCNLP 2025
Optimising Factual Consistency in Summarisation via Preference Learning from Multiple Imperfect Metrics EMNLP 2025
Simplified Rewriting Improves Expert Summarization IJCNLP 2025
Simplified Rewriting Improves Expert Summarization AACL 2025
COSMMIC: Comment-Sensitive Multimodal Multilingual Indian Corpus for Summarization and Headline Generation ACL 2025
SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing AACL 2025
DTCRS: Dynamic Tree Construction for Recursive Summarization ACL 2025
Hierarchical Long-Document Summarization using LED for Legal Judgments IJCNLP 2025
Behavioral Analysis of Information Salience in Large Language Models ACL 2025
Automated main concept generation for narrative discourse assessment in aphasia ACL 2025
An Empirical Study of Many-to-Many Summarization with Large Language Models ACL 2025
ContrastScore: Towards Higher Quality, Less Biased, More Efficient Evaluation Metrics with Contrastive Evaluation IJCNLP 2025
A Tale of Evaluating Factual Consistency: Case Study on Long Document Summarization Evaluation ACL 2025
ClusterCore at SemEval-2024 Task 7: Few Shot Prompting With Large Language Models for Numeral-Aware Headline Generation NAACL 2024
Low-Rank Adaptation for Multilingual Summarization: An Empirical Study NAACL 2024
Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization NAACL 2024