abstractive summarization

Beyond Multiple Choice: Evaluating Steering Vectors for Summarization EACL 2026 Exploring Iterative Controllable Summarization with Large Language Models EACL 2026 PrefixNLI: Detecting Factual Inconsistencies as Soon as They Arise ACL 2026 Stress Testing Factual Consistency Metrics for Long-Document Summarization ACL 2026 Abstractive Summarization of Low resourced Nepali language using Multilingual Transformers COLING 2025 Assessing LLMs for Zero-shot Abstractive Summarization Through the Lens of Relevance Paraphrasing NAACL 2025 Automatic Legal Judgment Summarization Using Large Language Models: A Case Study for the JUST-NLP 2025 Shared Task AACL 2025 Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization ACL 2025 Beyond Paraphrasing: Analyzing Summarization Abstractiveness and Reasoning EMNLP 2025 CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization (Abstract Reprint) IJCAI 2025 Chain-of-Interactions: Multi-step Iterative ICL Framework for Abstractive Task-Oriented Dialogue Summarization of Conversational AI Interactions EMNLP 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 Cross-Document Event-Keyed Summarization ACL 2025 CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ACL 2025 Distilling Structured Rationale from Large Language Models to Small Language Models for Abstractive Summarization AAAI 2025 DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization NAACL 2025 Enhancing Factual Consistency in Text Summarization via Counterfactual Debiasing COLING 2025 Event-based evaluation of abstractive news summarization ACL 2025 Findings of the JUST-NLP 2025 Shared Task on Summarization of Indian Court Judgments AACL 2025 HalluTree: Explainable Multi-Hop Hallucination Detection for Abstractive Summarization EMNLP 2025 Hierarchical Attention Adapter for Abstractive Dialogue Summarization EMNLP 2025 How Private are Language Models in Abstractive Summarization? EMNLP 2025 Integrating Graph based Algorithm and Transformer Models for Abstractive Summarization AACL 2025 Length Controlled Generation for Black-box LLMs ACL 2025