Summarization

Automatically Generated Summaries of Video Lectures May Enhance Students’ Learning Experience ACL 2023 Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges EACL 2023 Automatic text simplification of Russian texts using control tokens EACL 2023 A Weakly-Supervised Learning Approach to the Identification of “Alternative Lexicalizations” in Shallow Discourse Parsing ACL 2023 Background Summarization of Event Timelines EMNLP 2023 Balancing Lexical and Semantic Quality in Abstractive Summarization ACL 2023 BanglaCHQ-Summ: An Abstractive Summarization Dataset for Medical Queries in Bangla Conversational Speech EMNLP 2023 Beyond Pure Text: Summarizing Financial Reports Based on Both Textual and Tabular Data IJCAI 2023 Binary and Ternary Natural Language Generation ACL 2023 BioNART: A Biomedical Non-AutoRegressive Transformer for Natural Language Generation ACL 2023 Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders EMNLP 2023 BLESS: Benchmarking Large Language Models on Sentence Simplification EMNLP 2023 Boosting Radiology Report Generation by Infusing Comparison Prior ACL 2023 Boosting Summarization with Normalizing Flows and Aggressive Training EMNLP 2023 Building Real-World Meeting Summarization Systems using Large Language Models: A Practical Perspective EMNLP 2023 BUMP: A Benchmark of Unfaithful Minimal Pairs for Meta-Evaluation of Faithfulness Metrics ACL 2023 Calvados at MEDIQA-Chat 2023: Improving Clinical Note Generation with Multi-Task Instruction Finetuning ACL 2023 Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization EMNLP 2023 Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization EMNLP 2023 Can you Summarize my learnings? Towards Perspective-based Educational Dialogue Summarization EMNLP 2023 CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization ACL 2023 CAPP-130: A Corpus of Chinese Application Privacy Policy Summarization and Interpretation NeurIPS 2023 Carburacy: Summarization Models Tuning and Comparison in Eco-Sustainable Regimes with a Novel Carbon-Aware Accuracy AAAI 2023 Care4Lang at MEDIQA-Chat 2023: Fine-tuning Language Models for Classifying and Summarizing Clinical Dialogues ACL 2023 CDD: A Large Scale Dataset for Legal Intelligence Research EMNLP 2023