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Summarization

1599 directly classified papers

Papers per year

Papers

InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT EMNLP 2023
Re-Examining Summarization Evaluation across Multiple Quality Criteria EMNLP 2023
TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets EMNLP 2023
Large Scale Multi-Lingual Multi-Modal Summarization Dataset EACL 2023
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model EMNLP 2023
Select, Prompt, Filter: Distilling Large Language Models for Summarizing Conversations EMNLP 2023
Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce EMNLP 2023
Improving Consistency for Text Summarization with Energy Functions EMNLP 2023
Promoting Topic Coherence and Inter-Document Consorts in Multi-Document Summarization via Simplicial Complex and Sheaf Graph EMNLP 2023
Detecting and Mitigating Hallucinations in Multilingual Summarisation EMNLP 2023
PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India EMNLP 2023
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization EACL 2023
Mitigating Framing Bias with Polarity Minimization Loss EMNLP 2023
Background Summarization of Event Timelines EMNLP 2023
A Quality-based Syntactic Template Retriever for Syntactically-Controlled Paraphrase Generation EMNLP 2023
Enriching Biomedical Knowledge for Low-resource Language Through Large-scale Translation EACL 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
EDU-level Extractive Summarization with Varying Summary Lengths EACL 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
FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization EMNLP 2023
Exploring the Boundaries of GPT-4 in Radiology EMNLP 2023