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Summarization

1599 directly classified papers

Papers per year

Papers

Promoting Topic Coherence and Inter-Document Consorts in Multi-Document Summarization via Simplicial Complex and Sheaf Graph EMNLP 2023
Length Does Matter: Summary Length can Bias Summarization Metrics EMNLP 2023
PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India EMNLP 2023
Mitigating Framing Bias with Polarity Minimization Loss EMNLP 2023
Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization EMNLP 2023
Diffusion Language Model with Query-Document Relevance for Query-Focused Summarization EMNLP 2023
StyleBART: Decorate Pretrained Model with Style Adapters for Unsupervised Stylistic Headline Generation EMNLP 2023
NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization ACL 2023
CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code EMNLP 2023
Entity-Based Evaluation of Political Bias in Automatic Summarization EMNLP 2023
Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization EMNLP 2023
CocoSciSum: A Scientific Summarization Toolkit with Compositional Controllability EMNLP 2023
Multi Document Summarization Evaluation in the Presence of Damaging Content EMNLP 2023
LLM aided semi-supervision for efficient Extractive Dialog Summarization EMNLP 2023
Characterised LLMs Affect its Evaluation of Summary and Translation IJCNLP 2023
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences EMNLP 2023
LANS: Large-scale Arabic News Summarization Corpus EMNLP 2023
USB: A Unified Summarization Benchmark Across Tasks and Domains EMNLP 2023
Citance-Contextualized Summarization of Scientific Papers EMNLP 2023
Reference-Free Summarization Evaluation with Large Language Models IJCNLP 2023
Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task IJCNLP 2023
Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence Model EMNLP 2023
Mitigating Intrinsic Named Entity-Related Hallucinations of Abstractive Text Summarization EMNLP 2023
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval EMNLP 2023
VCSUM: A Versatile Chinese Meeting Summarization Dataset ACL 2023