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Summarization

873 directly classified papers

Papers per year

Papers

The Power of Summary-Source Alignments ACL 2024
Word Matters: What Influences Domain Adaptation in Summarization? ACL 2024
REFINESUMM: Self-Refining MLLM for Generating a Multimodal Summarization Dataset ACL 2024
Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts EMNLP 2024
Event-Keyed Summarization EMNLP 2024
From Sights to Insights: Towards Summarization of Multimodal Clinical Documents ACL 2024
On Context Utilization in Summarization with Large Language Models ACL 2024
CALVIN: Improved Contextual Video Captioning via Instruction Tuning NIPS 2024
FineSurE: Fine-grained Summarization Evaluation using LLMs ACL 2024
ATLAS: Improving Lay Summarisation with Attribute-based Control ACL 2024
One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation ACL 2024
Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization? ACL 2024
Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends ACL 2024
STRUCTSUM Generation for Faster Text Comprehension ACL 2024
FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence ACL 2024
HumSum: A Personalized Lecture Summarization Tool for Humanities Students Using LLMs EACL 2024
Does the structure of textual content have an impact on language models for automatic summarization? ACL 2024
Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? ACL 2024
What’s New? Summarizing Contributions in Scientific Literature EACL 2023
Document-Level Planning for Text Simplification EACL 2023
Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors ACL 2023
BUMP: A Benchmark of Unfaithful Minimal Pairs for Meta-Evaluation of Faithfulness Metrics ACL 2023
ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue Summarization EMNLP 2023
MuLER: Detailed and Scalable Reference-based Evaluation EMNLP 2023
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization ACL 2023