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Summarization

1599 directly classified papers

Papers per year

Papers

Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation Framework ACL 2023
Attributable and Scalable Opinion Summarization ACL 2023
Unsupervised Summarization Re-ranking ACL 2023
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond ACL 2023
Boosting Radiology Report Generation by Infusing Comparison Prior ACL 2023
SINAI at RadSum23: Radiology Report Summarization Based on Domain-Specific Sequence-To-Sequence Transformer Model ACL 2023
nav-nlp at RadSum23: Abstractive Summarization of Radiology Reports using BART Finetuning ACL 2023
e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation ACL 2023
Aligning Factual Consistency for Clinical Studies Summarization through Reinforcement Learning ACL 2023
SummQA at MEDIQA-Chat 2023: In-Context Learning with GPT-4 for Medical Summarization ACL 2023
Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency ACL 2023
BLESS: Benchmarking Large Language Models on Sentence Simplification EMNLP 2023
SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation EMNLP 2023
Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets EMNLP 2023
Topic-Informed Dialogue Summarization using Topic Distribution and Prompt-based Modeling EMNLP 2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input NIPS 2023
EduQuick: A Dataset Toward Evaluating Summarization of Informal Educational Content for Social Media AACL 2023
Summary Cycles: Exploring the Impact of Prompt Engineering on Large Language Models’ Interaction with Interaction Log Information AACL 2023
The Eval4NLP 2023 Shared Task on Prompting Large Language Models as Explainable Metrics AACL 2023
Understanding Large Language Model Based Metrics for Text Summarization AACL 2023
Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges EACL 2023
Summarization of Dialogues and Conversations At Scale EACL 2023
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization EACL 2023
Abstractive Document Summarization with Summary-length Prediction EACL 2023
MLASK: Multimodal Summarization of Video-based News Articles EACL 2023