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Summarization

873 directly classified papers

Papers per year

Papers

GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024
Susu Box or Piggy Bank: Assessing Cultural Commonsense Knowledge between Ghana and the US EMNLP 2024
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization NAACL 2024
PrExMe! Large Scale Prompt Exploration of Open Source LLMs for Machine Translation and Summarization Evaluation EMNLP 2024
Meta-Evaluation of Sentence Simplification Metrics COLING 2024
MCTS: A Multi-Reference Chinese Text Simplification Dataset COLING 2024
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction EMNLP 2024
Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks COLING 2024
Guiding Large Language Models via External Attention Prompting for Scientific Extreme Summarization ACL 2024
Automated Focused Feedback Generation for Scientific Writing Assistance ACL 2024
What Are You Token About? Differentiable Perturbed Top-k Token Selection for Scientific Document Summarization ACL 2024
ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization ACL 2024
Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? ACL 2024
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024
Reassess Summary Factual Inconsistency Detection with Large Language Model ACL 2024
Bias in News Summarization: Measures, Pitfalls and Corpora ACL 2024
MovieSum: An Abstractive Summarization Dataset for Movie Screenplays ACL 2024
HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew ACL 2024
LLM-based Machine Translation and Summarization for Latin COLING 2024
Understanding Faithfulness and Reasoning of Large Language Models on Plain Biomedical Summaries EMNLP 2024
The Power of Summary-Source Alignments ACL 2024
Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models ACL 2024
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation ACL 2024
Better Late Than Never: Model-Agnostic Hallucination Post-Processing Framework Towards Clinical Text Summarization ACL 2024
ATLAS: Improving Lay Summarisation with Attribute-based Control ACL 2024