Summarization

On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study EMNLP 2023 OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization EMNLP 2023 Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval EMNLP 2023 ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue Summarization EMNLP 2023 Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles ACL 2023 Overview of the MEDIQA-Chat 2023 Shared Tasks on the Summarization & Generation of Doctor-Patient Conversations ACL 2023 Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients’ Active Diagnoses and Problems from Electronic Health Record Progress Notes ACL 2023 Overview of the RadSum23 Shared Task on Multi-modal and Multi-anatomical Radiology Report Summarization ACL 2023 Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering ACL 2023 PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India EMNLP 2023 Pragmatic Pertinence: A Learnable Confidence Metric to Assess the Subjective Quality of LM-Generated Text Interspeech 2023 Preserve Context Information for Extract-Generate Long-Input Summarization Framework AAAI 2023 Pre-trained Personalized Review Summarization with Effective Salience Estimation ACL 2023 Promoting Topic Coherence and Inter-Document Consorts in Multi-Document Summarization via Simplicial Complex and Sheaf Graph EMNLP 2023 Prompted Opinion Summarization with GPT-3.5 ACL 2023 QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023 Quote Detection: A New Task and Dataset for NLP EACL 2023 RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models ACL 2023 RADE: Reference-Assisted Dialogue Evaluation for Open-Domain Dialogue ACL 2023 RaLEs: a Benchmark for Radiology Language Evaluations NeurIPS 2023 Re-Examining Summarization Evaluation across Multiple Quality Criteria EMNLP 2023 Reference-Free Summarization Evaluation with Large Language Models AACL 2023 Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation Framework ACL 2023 Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning EMNLP 2023 Responsible AI Considerations in Text Summarization Research: A Review of Current Practices EMNLP 2023