text summarization

Plain Language Summarization of Clinical Trials COLING 2024 Pre-Gamus: Reducing Complexity of Scientific Literature as a Support against Misinformation COLING 2024 Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution EMNLP 2024 PrExMe! Large Scale Prompt Exploration of Open Source LLMs for Machine Translation and Summarization Evaluation EMNLP 2024 Product Description and QA Assisted Self-Supervised Opinion Summarization NAACL 2024 Quantifying the Impact of Disfluency on Spoken Content Summarization COLING 2024 Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias NAACL 2024 Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization EMNLP 2024 SCaLAR NITK at SemEval-2024 Task 5: Towards Unsupervised Question Answering system with Multi-level Summarization for Legal Text SemEval 2024 Scaling Up Video Summarization Pretraining with Large Language Models CVPR 2024 SciSpace Copilot: Empowering Researchers through Intelligent Reading Assistance AAAI 2024 Select and Summarize: Scene Saliency for Movie Script Summarization NAACL 2024 Sequence-to-Sequence Spanish Pre-trained Language Models COLING 2024 SlovakSum: A Large Scale Slovak Summarization Dataset COLING 2024 Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles EMNLP 2024 Summarizing Long Regulatory Documents with a Multi-Step Pipeline EMNLP 2024 SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs ICLR 2024 TESS: Text-to-Text Self-Conditioned Simplex Diffusion EACL 2024 Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction EMNLP 2024 TLDR at SemEval-2024 Task 2: T5-generated clinical-Language summaries for DeBERTa Report Analysis SemEval 2024 Topic Classification and Headline Generation for Maltese Using a Public News Corpus COLING 2024 Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods COLING 2024 Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs EMNLP 2024 TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale NAACL 2024 Two-Stage Graph-Augmented Summarization of Scientific Documents EMNLP 2024