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text summarization

889 papers

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TS

Co-occurring keywords

abstractive summarization (631) large language model (12755) extractive summarization (310) text generation (2903) language model (4573) natural language generation (782) question answering (2904) zero-shot learning (3637) machine translation (2472) neural network (6616)

Papers

TECHSSN at SemEval-2025 Task 10: A Comparative Analysis of Transformer Models for Dominant Narrative-Based News Summarization ACL 2025
Summary Factual Inconsistency Detection Based on LLMs Enhanced by Universal Information Extraction ACL 2025
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025
Simplified Rewriting Improves Expert Summarization IJCNLP 2025
NIT-Surat@L-Sum: A Semantic Retrieval-Based Framework for Summarizing Indian Judicial Documents IJCNLP 2025
Automatic Summarization of Long Documents (Student Abstract) AAAI 2025
SUWMIT at BioLaySumm2025: Instruction-based Summarization with Contrastive Decoding ACL 2025
SAHA: Samvad AI for Healthcare Assistance IJCNLP 2025
Measuring the Effect of Transcription Noise on Downstream Language Understanding Tasks ACL 2025
SummPilot: Bridging Efficiency and Customization for Interactive Summarization System AAAI 2025
Empirical Evaluation of Pre-trained Language Models for Summarizing Moroccan Darija News Articles COLING 2025
PrahokBART: A Pre-trained Sequence-to-Sequence Model for Khmer Natural Language Generation COLING 2025
GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation COLING 2025
BDA-UC3M @ BioLaySumm: Efficient Lay Summarization with Small-Scale SoTA LLMs ACL 2025
Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerland EMNLP 2025
Real-World Summarization: When Evaluation Reaches Its Limits EMNLP 2025
Cross-lingual Evaluation of Multilingual Text Generation COLING 2025
GUM-SAGE: A Novel Dataset and Approach for Graded Entity Salience Prediction ACL 2025
Enhancing Factual Consistency in Text Summarization via Counterfactual Debiasing COLING 2025
Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation. ACL 2025
KyuHyunChoi at SemEval-2025 Task 10: Narrative Extraction Using a Summarization-Specific Pretrained Model ACL 2025
Principled Content Selection to Generate Diverse and Personalized Multi-Document Summaries ACL 2025
Bengali ChartSumm: A Benchmark Dataset and study on feasibility of Large Language Models on Bengali Chart to Text Summarization COLING 2025
Is my Meeting Summary Good? Estimating Quality with a Multi-LLM Evaluator COLING 2025
Simplified Rewriting Improves Expert Summarization AACL 2025