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Summarization

873 directly classified papers

Papers per year

Papers

SRS-Stories: Vocabulary-constrained multilingual story generation for language learning EMNLP 2025
HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation EMNLP 2025
Inducing Argument Facets for Faithful Opinion Summarization EMNLP 2025
FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis EMNLP 2025
Evaluation Sheet for Deep Research: A Use Case for Academic Survey Writing EMNLP 2025
DiffDVC: Accurate Event Detection for Dense Video Captioning via Diffusion Models AAAI 2025
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024
What Are You Token About? Differentiable Perturbed Top-k Token Selection for Scientific Document Summarization ACL 2024
MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization ACL 2024
Text Simplification via Adaptive Teaching ACL 2024
Automated Focused Feedback Generation for Scientific Writing Assistance ACL 2024
Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization? ACL 2024
ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization ACL 2024
Safety Alignment in NLP Tasks: Weakly Aligned Summarization as an In-Context Attack ACL 2024
A Sentiment Consolidation Framework for Meta-Review Generation ACL 2024
CALVIN: Improved Contextual Video Captioning via Instruction Tuning NIPS 2024
One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation ACL 2024
FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence ACL 2024
Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends ACL 2024
Reassess Summary Factual Inconsistency Detection with Large Language Model ACL 2024
Systematic Task Exploration with LLMs: A Study in Citation Text Generation ACL 2024
On Context Utilization in Summarization with Large Language Models ACL 2024
STRUCTSUM Generation for Faster Text Comprehension ACL 2024
A Modular Approach for Multimodal Summarization of TV Shows ACL 2024
Unsupervised Extractive Summarization with Learnable Length Control Strategies AAAI 2024