Summarization

REFINESUMM: Self-Refining MLLM for Generating a Multimodal Summarization Dataset ACL 2024 ReportGPT: Human-in-the-loop Verifiable Table-to-Text Generation EMNLP 2024 ReproHum #0043-4: Evaluating Summarization Models: investigating the impact of education and language proficiency on reproducibility COLING 2024 ReproHum#0043: Human Evaluation Reproducing Language Model as an Annotator: Exploring Dialogue Summarization on AMI Dataset COLING 2024 Rethinking Efficient Multilingual Text Summarization Meta-Evaluation ACL 2024 Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias NAACL 2024 Roux-lette at “Discharge Me!”: Reducing EHR Chart Burden with a Simple, Scalable, Clinician-Driven AI Approach ACL 2024 RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization NAACL 2024 RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization NAACL 2024 Saama Technologies at BioLaySumm: Abstract based fine-tuned models with LoRA ACL 2024 Safety Alignment in NLP Tasks: Weakly Aligned Summarization as an In-Context Attack ACL 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 SciNews: From Scholarly Complexities to Public Narratives – a Dataset for Scientific News Report Generation COLING 2024 Select and Summarize: Scene Saliency for Movie Script Summarization NAACL 2024 Sequence-to-Sequence Spanish Pre-trained Language Models COLING 2024 SINAI at BioLaySumm: Self-Play Fine-Tuning of Large Language Models for Biomedical Lay Summarisation ACL 2024 SKGSum: Structured Knowledge-Guided Document Summarization ACL 2024 SLIDE: Reference-free Evaluation for Machine Translation using a Sliding Document Window NAACL 2024 SlovakSum: A Large Scale Slovak Summarization Dataset COLING 2024 Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization? ACL 2024 STORYSUMM: Evaluating Faithfulness in Story Summarization EMNLP 2024 STRUCTSUM Generation for Faster Text Comprehension ACL 2024 SummaCoz: A Dataset for Improving the Interpretability of Factual Consistency Detection for Summarization EMNLP 2024