text summarization

A Tale of Two Revisions: Summarizing Changes Across Document Versions ACL 2024 Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions EMNLP 2024 AUTH at BioLaySumm 2024: Bringing Scientific Content to Kids ACL 2024 Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization NAACL 2024 Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation ACL 2024 BMX: Boosting Natural Language Generation Metrics with Explainability EACL 2024 Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? ACL 2024 Can We Trust the Performance Evaluation of Uncertainty Estimation Methods in Text Summarization? EMNLP 2024 Challenges at SemEval 2024 Task 7: Contrastive Learning Approach on Numeral-Aware Language Generation SemEval 2024 ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization COLING 2024 Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers ACL 2024 ClusterCore at SemEval-2024 Task 7: Few Shot Prompting With Large Language Models for Numeral-Aware Headline Generation SemEval 2024 Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects - A Survey ACL 2024 Cross-Lingual Summarization with Pseudo-Label Regularization NAACL 2024 Delving into the Depths: Evaluating Depression Severity through BDI-biased Summaries EACL 2024 Detecting Errors through Ensembling Prompts (DEEP): An End-to-End LLM Framework for Detecting Factual Errors EMNLP 2024 Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts EMNLP 2024 Does the structure of textual content have an impact on language models for automatic summarization? ACL 2024 Don’t Just Translate, Summarize Too: Cross-lingual Product Title Generation in E-commerce COLING 2024 ELiRF-VRAIN at BioLaySumm: Boosting Lay Summarization Systems Performance with Ranking Models ACL 2024 Enhancing Incremental Summarization with Structured Representations EMNLP 2024 Entity Embellishment Mitigation in LLMs Output with Noisy Synthetic Dataset for Alignment COLING 2024 Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models ICLR 2024 Eulerian at BioLaySumm: Preprocessing Over Abstract is All You Need ACL 2024 Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works EMNLP 2024