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Summarization

1599 directly classified papers

Papers per year

Papers

The Power of Summary-Source Alignments ACL 2024
LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores ACL 2024
A Community-Driven Data-to-Text Platform for Football Match Summaries COLING 2024
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects - A Survey ACL 2024
Does the structure of textual content have an impact on language models for automatic summarization? ACL 2024
A Document-Level Text Simplification Dataset for Japanese COLING 2024
Distantly Supervised Contrastive Learning for Low-Resource Scripting Language Summarization COLING 2024
ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization ACL 2024
DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation ACL 2024
Model-based Preference Optimization in Abstractive Summarization without Human Feedback EMNLP 2024
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning ACL 2024
Challenges at SemEval 2024 Task 7: Contrastive Learning Approach on Numeral-Aware Language Generation SEMEVAL 2024
Toward Structured Related Work Generation with Novelty Statements ACL 2024
Guiding Large Language Models via External Attention Prompting for Scientific Extreme Summarization ACL 2024
Reassess Summary Factual Inconsistency Detection with Large Language Model ACL 2024
Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models ACL 2024
ClusterCore at SemEval-2024 Task 7: Few Shot Prompting With Large Language Models for Numeral-Aware Headline Generation SEMEVAL 2024
GECSum: Generative Evaluation-Driven Sequence Level Contrastive Learning for Abstractive Summarization COLING 2024
SummEQuAL: Summarization Evaluation via Question Answering using Large Language Models ACL 2024
Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains EACL 2024
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs EMNLP 2024
WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles ACL 2024
SINAI at BioLaySumm: Self-Play Fine-Tuning of Large Language Models for Biomedical Lay Summarisation ACL 2024
BioLay_AK_SS at BioLaySumm: Domain Adaptation by Two-Stage Fine-Tuning of Large Language Models used for Biomedical Lay Summary Generation ACL 2024
Team YXZ at BioLaySumm: Adapting Large Language Models for Biomedical Lay Summarization ACL 2024