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Summarization

1599 directly classified papers

Papers per year

Papers

How Much Annotation is Needed to Compare Summarization Models? NAACL 2024
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization ACL 2023
Improving Factuality of Abstractive Summarization via Contrastive Reward Learning ACL 2023
Contrastive Hierarchical Discourse Graph for Scientific Document Summarization ACL 2023
Calvados at MEDIQA-Chat 2023: Improving Clinical Note Generation with Multi-Task Instruction Finetuning ACL 2023
Teddysum at MEDIQA-Chat 2023: an analysis of fine-tuning strategy for long dialog summarization ACL 2023
Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations ACL 2023
Disentangling Text Representation With Counter-Template For Unsupervised Opinion Summarization ACL 2023
What’s New? Summarizing Contributions in Scientific Literature EACL 2023
Investigating Efficiently Extending Transformers for Long Input Summarization EMNLP 2023
Faithfulness-Aware Decoding Strategies for Abstractive Summarization EACL 2023
MeetingQA: Extractive Question-Answering on Meeting Transcripts ACL 2023
Factual Relation Discrimination for Factuality-oriented Abstractive Summarization EMNLP 2023
Abstractive Summarizers are Excellent Extractive Summarizers ACL 2023
MuLER: Detailed and Scalable Reference-based Evaluation CONLL 2023
Towards Better Evaluation of Instruction-Following: A Case-Study in Summarization CONLL 2023
nclu_team at SemEval-2023 Task 6: Attention-based Approaches for Large Court Judgement Prediction with Explanation SEMEVAL 2023
IUTEAM1 at MEDIQA-Chat 2023: Is simple fine tuning effective for multi layer summarization of clinical conversations? ACL 2023
Evaluating Factuality in Cross-lingual Summarization ACL 2023
NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist ACL 2023
Binary and Ternary Natural Language Generation ACL 2023
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering ACL 2023
Automated Orthodontic Diagnosis from a Summary of Medical Findings ACL 2023
RISE: Leveraging Retrieval Techniques for Summarization Evaluation ACL 2023
Concise Answers to Complex Questions: Summarization of Long-form Answers ACL 2023