Summarization

USB: A Unified Summarization Benchmark Across Tasks and Domains EMNLP 2023 UTSA-NLP at RadSum23: Multi-modal Retrieval-Based Chest X-Ray Report Summarization ACL 2023 Varta: A Large-Scale Headline-Generation Dataset for Indic Languages ACL 2023 VBD-NLP at BioLaySumm Task 1: Explicit and Implicit Key Information Selection for Lay Summarization on Biomedical Long Documents ACL 2023 VCSUM: A Versatile Chinese Meeting Summarization Dataset ACL 2023 VisText: A Benchmark for Semantically Rich Chart Captioning ACL 2023 VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph Captioning AAAI 2023 vONTSS: vMF based semi-supervised neural topic modeling with optimal transport ACL 2023 WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models ACL 2023 What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization ACL 2023 What’s New? Summarizing Contributions in Scientific Literature EACL 2023 What to Read in a Contract? Party-Specific Summarization of Legal Obligations, Entitlements, and Prohibitions EMNLP 2023 When Do Pre-Training Biases Propagate to Downstream Tasks? A Case Study in Text Summarization EACL 2023 Which is better? Exploring Prompting Strategy For LLM-based Metrics AACL 2023 Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization ACL 2023 Zero-Shot Cross-Lingual Summarization via Large Language Models EMNLP 2023 Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model EMNLP 2023 Abstractive Approaches To Multidocument Summarization Of Medical Literature Reviews COLING 2022 Abstractive Summarization Guided by Latent Hierarchical Document Structure EMNLP 2022 Abstractive Summarization of Dutch Court Verdicts Using Sequence-to-sequence Models EMNLP 2022 ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts EMNLP 2022 A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence Summarization NeurIPS 2022 Active Learning for Abstractive Text Summarization EMNLP 2022 A Feasibility Study of Answer-Agnostic Question Generation for Education ACL 2022 A Hybrid Approach to Cross-lingual Product Review Summarization EMNLP 2022