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Summarization

873 directly classified papers

Papers per year

Papers

Guiding Large Language Models via External Attention Prompting for Scientific Extreme Summarization ACL 2024
CAR-Transformer: Cross-Attention Reinforcement Transformer for Cross-Lingual Summarization AAAI 2024
GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024
Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends ACL 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
Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models 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
Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization? ACL 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
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
Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks COLING 2024
FineSurE: Fine-grained Summarization Evaluation using LLMs ACL 2024
MovieSum: An Abstractive Summarization Dataset for Movie Screenplays ACL 2024
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects - A Survey ACL 2024
On Context Utilization in Summarization with Large Language Models ACL 2024
GENDEX: Generative Data Augmentation Strategy Leveraging External Data for Abstractive Dialogue Summarization ACL 2024
Bias in News Summarization: Measures, Pitfalls and Corpora ACL 2024
Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation ACL 2024