Image de couverture de livre

Improving Factual Error Correction for Abstractive Summarization via Data Distillation and Conditional-generation Cloze

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Li, Yiyang, Li, Lei, Hu, Dingxin, Hao, Xueyi, Litvak, Marina, Vanetik, Natalia, Zhou, Yanquan
Format:	Preprint
Publié:	2024
Sujets:	Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Multi-document Summarization using Tensor Decomposition
par: Marina Litvak
Publié: (2014)

Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models
par: Song, Jongyoon, et autres
Publié: (2024)

Reliability Gated Multi-Teacher Distillation for Low Resource Abstractive Summarization
par: Sumit, Dipto, et autres
Publié: (2026)

Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information
par: Chae, Kyubyung, et autres
Publié: (2024)

Improving Faithfulness of Abstractive Summarization by Controlling Confounding Effect of Irrelevant Sentences
par: Ghoshal, Asish, et autres
Publié: (2022)

Source Identification in Abstractive Summarization
par: Suhara, Yoshi, et autres
Publié: (2024)

Disentangling Specificity for Abstractive Multi-document Summarization
par: Ma, Congbo, et autres
Publié: (2024)

Understanding LLM Reasoning for Abstractive Summarization
par: Yuan, Haohan, et autres
Publié: (2025)

Fair Abstractive Summarization of Diverse Perspectives
par: Zhang, Yusen, et autres
Publié: (2023)

Extract-and-Abstract: Unifying Extractive and Abstractive Summarization within Single Encoder-Decoder Framework
par: Wu, Yuping, et autres
Publié: (2024)

Improving Factual Consistency of News Summarization by Contrastive Preference Optimization
par: Feng, Huawen, et autres
Publié: (2023)

Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization
par: Xu, Lei, et autres
Publié: (2024)

How Private are Language Models in Abstractive Summarization?
par: Hughes, Anthony, et autres
Publié: (2024)

BRIDO: Bringing Democratic Order to Abstractive Summarization
par: Lee, Junhyun, et autres
Publié: (2025)

Enhancing Faithfulness in Abstractive Summarization via Span-Level Fine-Tuning
par: Huang, Sicong, et autres
Publié: (2025)

Improving Sequence-to-Sequence Models for Abstractive Text Summarization Using Meta Heuristic Approaches
par: Saxena, Aditya, et autres
Publié: (2024)

Progressive Code Integration for Abstractive Bug Report Summarization
par: Karim, Shaira Sadia, et autres
Publié: (2025)

Personalized Abstractive Summarization by Tri-agent Generation Pipeline
par: Xiao, Wen, et autres
Publié: (2023)

Abstractive Text Summarization: State of the Art, Challenges, and Improvements
par: Shakil, Hassan, et autres
Publié: (2024)

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics
par: Nnadi, Gospel Ozioma, et autres
Publié: (2024)

MovieSum: An Abstractive Summarization Dataset for Movie Screenplays
par: Saxena, Rohit, et autres
Publié: (2024)

Hybrid Extractive Abstractive Summarization for Multilingual Sentiment Analysis
par: Krasitskii, Mikhail, et autres
Publié: (2025)

Analysis of Multidomain Abstractive Summarization Using Salience Allocation
par: Rehman, Tohida, et autres
Publié: (2024)

LongDocFACTScore: Evaluating the Factuality of Long Document Abstractive Summarisation
par: Bishop, Jennifer A, et autres
Publié: (2023)

ISQA: Informative Factuality Feedback for Scientific Summarization
par: Li, Zekai, et autres
Publié: (2024)

Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection
par: He, Jianfeng, et autres
Publié: (2024)

Comparative Analysis of Abstractive Summarization Models for Clinical Radiology Reports
par: Bhattacharya, Anindita, et autres
Publié: (2025)

Using Multimodal and Language-Agnostic Sentence Embeddings for Abstractive Summarization
par: Chellaf, Chaimae, et autres
Publié: (2026)

Sentiment-Aware Extractive and Abstractive Summarization for Unstructured Text Mining
par: Liu, Junyi, et autres
Publié: (2025)

Multimodal Abstractive Summarization of Instructional Videos with Vision-Language Models
par: Nazir, Maham, et autres
Publié: (2026)

Enhancing Abstractive Summarization of Scientific Papers Using Structure Information
par: Bao, Tong, et autres
Publié: (2025)

Abstractive Text Summarization for Contemporary Sanskrit Prose: Issues and Challenges
par: Sinha, Shagun
Publié: (2025)

Survey of Pseudonymization, Abstractive Summarization & Spell Checker for Hindi and Marathi
par: Ransing, Rasika, et autres
Publié: (2024)

LOCOST: State-Space Models for Long Document Abstractive Summarization
par: Bronnec, Florian Le, et autres
Publié: (2024)

Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization
par: Liu, Dongqi, et autres
Publié: (2023)

Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization
par: Chrysostomou, George, et autres
Publié: (2023)

InforME: Improving Informativeness of Abstractive Text Summarization With Informative Attention Guided by Named Entity Salience
par: Shen, Jianbin, et autres
Publié: (2025)

EVA-Score: Evaluating Abstractive Long-form Summarization on Informativeness through Extraction and Validation
par: Fan, Yuchen, et autres
Publié: (2024)

Error-Aware Knowledge Distillation via Targeted Revision for Customer-Service Summarization
par: Lee, Hee-Jin, et autres
Publié: (2025)

From Actions to Words: Towards Abstractive-Textual Policy Summarization in RL
par: Admoni, Sahar, et autres
Publié: (2025)