Summarization

A Modular Approach for Multimodal Summarization of TV Shows ACL 2024 AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation NAACL 2024 Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends ACL 2024 An End-to-End Speech Summarization Using Large Language Model Interspeech 2024 APPLS: Evaluating Evaluation Metrics for Plain Language Summarization EMNLP 2024 Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning EMNLP 2024 ARTS: Assessing Readability & Text Simplicity EMNLP 2024 ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models EMNLP 2024 A Sentiment Consolidation Framework for Meta-Review Generation ACL 2024 Aspect-based Key Point Analysis for Quantitative Summarization of Reviews EACL 2024 ATLAS: Improving Lay Summarisation with Attribute-based Control ACL 2024 Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions EMNLP 2024 Attribute or Abstain: Large Language Models as Long Document Assistants EMNLP 2024 Automated Focused Feedback Generation for Scientific Writing Assistance ACL 2024 Automatic, Meta and Human Evaluation for Multimodal Summarization with Multimodal Output NAACL 2024 AutoSurvey: Large Language Models Can Automatically Write Surveys NeurIPS 2024 AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content NAACL 2024 A World CLASSE Student Summary Corpus NAACL 2024 BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence AAAI 2024 Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization NAACL 2024 Better Late Than Never: Model-Agnostic Hallucination Post-Processing Framework Towards Clinical Text Summarization ACL 2024 Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation ACL 2024 Bias in News Summarization: Measures, Pitfalls and Corpora 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 BooookScore: A systematic exploration of book-length summarization in the era of LLMs ICLR 2024