Summarization

Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts EMNLP 2024 Distantly Supervised Contrastive Learning for Low-Resource Scripting Language Summarization COLING 2024 DIUSum: Dynamic Image Utilization for Multimodal Summarization AAAI 2024 DocChecker: Bootstrapping Code Large Language Model for Detecting and Resolving Code-Comment Inconsistencies EACL 2024 DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation ACL 2024 Does the structure of textual content have an impact on language models for automatic summarization? ACL 2024 Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval CVPR 2024 EASSE-DE & EASSE-multi: Easier Automatic Sentence Simplification Evaluation for German & Multiple Languages EMNLP 2024 Edit-Constrained Decoding for Sentence Simplification EMNLP 2024 Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models EMNLP 2024 Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles NAACL 2024 Enhancing Incremental Summarization with Structured Representations EMNLP 2024 Enhancing Scientific Document Summarization with Research Community Perspective and Background Knowledge COLING 2024 Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models EACL 2024 Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works EMNLP 2024 Evaluating LLMs for Targeted Concept Simplification for Domain-Specific Texts EMNLP 2024 Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains EACL 2024 Event-Keyed Summarization EMNLP 2024 Exploring News Summarization and Enrichment in a Highly Resource-Scarce Indian Language: A Case Study of Mizo COLING 2024 Exploring Robustness in Doctor-Patient Conversation Summarization: An Analysis of Out-of-Domain SOAP Notes NAACL 2024 Extracting and Summarizing Evidence of Suicidal Ideation in Social Media Contents Using Large Language Models EACL 2024 Extractive Summarization with Text Generator NAACL 2024 FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence ACL 2024 Fair Abstractive Summarization of Diverse Perspectives NAACL 2024 FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction ACL 2024