Summarization

Overview of the First Shared Task on Multi Perspective Scientific Document Summarization (MuP) COLING 2022 Overview of the Third Workshop on Scholarly Document Processing COLING 2022 Play the Shannon Game with Language Models: A Human-Free Approach to Summary Evaluation AAAI 2022 Polyglot Prompt: Multilingual Multitask Prompt Training EMNLP 2022 PosterBot: A System for Generating Posters of Scientific Papers with Neural Models AAAI 2022 Post-Training Dialogue Summarization using Pseudo-Paraphrasing NAACL 2022 Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization ACL 2022 Predicting Sentence Deletions for Text Simplification Using a Functional Discourse Structure ACL 2022 PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization ACL 2022 Privacy Pitfalls of Online Service Terms and Conditions: a Hybrid Approach for Classification and Summarization EMNLP 2022 Proposition-Level Clustering for Multi-Document Summarization NAACL 2022 PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization COLING 2022 Pyramid Attention For Source Code Summarization NeurIPS 2022 QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization NAACL 2022 Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022 Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency EMNLP 2022 Readability Controllable Biomedical Document Summarization EMNLP 2022 Read Top News First: A Document Reordering Approach for Multi-Document News Summarization ACL 2022 Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics NAACL 2022 Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation EMNLP 2022 Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio NAACL 2022 Relation-Constrained Decoding for Text Generation NeurIPS 2022 Replicability under Near-Perfect Conditions – A Case-Study from Automatic Summarization ACL 2022 Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions NeurIPS 2022 Revisiting Automatic Evaluation of Extractive Summarization Task: Can We Do Better than ROUGE? ACL 2022