text summarization

APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation ACL 2026 BanglaSummEval: Reference-Free Factual Consistency Evaluation for Bangla Summarization EACL 2026 Beyond Multiple Choice: Evaluating Steering Vectors for Summarization EACL 2026 Constructing a Dataset for Hallucination Detection in Japanese Summarization with Fine-grained Faithfulness Labels EACL 2026 EduPulse: A Practical LLM-Enhanced Opinion Mining System for Vietnamese Student Feedback in Educational Platforms EACL 2026 Evolutionary Guided Decoding: Iterative Value Refinement for LLMs ACL 2026 Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization ACL 2026 LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation ACL 2026 Market-Aware Event Timeline Summarization: Integrating Price Signals to Improve Financial News Understanding AAAI 2026 MULSUM: A Multimodal Summarization System with Vis-Aligner and Diversity-Aware Image Selection EACL 2026 NewsLensAI: NER-Guided Summarization for Mitigating Hallucination and Bias in LLM-Based News Summaries (Student Abstract) AAAI 2026 No Reader Left Behind: Multi-Agent Summaries Everyone Can Understand ACL 2026 Read As Human: Compressing Context via Parallelizable Close Reading and Skimming ACL 2026 Revisiting Metric Reliability for Fine-grained Evaluation of Machine Translation and Summarization in Indian Languages ACL 2026 What Matters to an LLM? Behavioral and Computational Evidences from Summarization EACL 2026 5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion ACL 2025 Abdelmalak at PerAnsSumm 2025: Leveraging a Domain-Specific BERT and LLaMA for Perspective-Aware Healthcare Answer Summarization NAACL 2025 A Comprehensive Text Optimization Approach to Bangla Summarization AACL 2025 adithjrajeev at SemEval-2025 Task 10: Sequential Learning for Role Classification Using Entity-Centric News Summaries SemEval 2025 AdvSumm: Adversarial Training for Bias Mitigation in Text Summarization EMNLP 2025 AEHRC at BioLaySumm 2025: Leveraging T5 for Lay Summarisation of Radiology Reports ACL 2025 A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches NAACL 2025 AICOE at PerAnsSumm 2025: An Ensemble of Large Language Models for Perspective-Aware Healthcare Answer Summarization NAACL 2025 An Analysis of Datasets, Metrics and Models in Keyphrase Generation ACL 2025 ArgCMV: An Argument Summarization Benchmark for the LLM-era EMNLP 2025