text summarization

889 papers

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Also known as

ATS TS

Co-occurring keywords

abstractive summarization (631) large language model (12755) extractive summarization (310) text generation (2903) language model (4573) natural language generation (782) question answering (2904) zero-shot learning (3637) machine translation (2472) neural network (6616)

Papers

DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering ACL 2023

Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method ACL 2023

SIMSUM: Document-level Text Simplification via Simultaneous Summarization ACL 2023

Identifying ESG Impact with Key Information AACL 2023

Evaluating Factual Consistency of Texts with Semantic Role Labeling ACL 2023

Pathology Dynamics at BioLaySumm: the trade-off between Readability, Relevance, and Factuality in Lay Summarization ACL 2023

CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs ACL 2023

Exploring Prompting Large Language Models as Explainable Metrics AACL 2023

Large Scale Sequence-to-Sequence Models for Clinical Note Generation from Patient-Doctor Conversations ACL 2023

Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization ACL 2023

Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors ACL 2023

RaLEs: a Benchmark for Radiology Language Evaluations NIPS 2023

Which is better? Exploring Prompting Strategy For LLM-based Metrics IJCNLP 2023

Are Large Language Models Reliable Judges? A Study on the Factuality Evaluation Capabilities of LLMs EMNLP 2023

BanglaCHQ-Summ: An Abstractive Summarization Dataset for Medical Queries in Bangla Conversational Speech EMNLP 2023

LANS: Large-scale Arabic News Summarization Corpus EMNLP 2023

Team Cadence at MEDIQA-Chat 2023: Generating, augmenting and summarizing clinical dialogue with large language models ACL 2023

CFSum Coarse-to-Fine Contribution Network for Multimodal Summarization ACL 2023

Assessing Privacy Risks in Language Models: A Case Study on Summarization Tasks EMNLP 2023

D2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization EMNLP 2023

PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India EMNLP 2023

USB: A Unified Summarization Benchmark Across Tasks and Domains EMNLP 2023

Analyzing Multi-Sentence Aggregation in Abstractive Summarization via the Shapley Value EMNLP 2023

SummIt: Iterative Text Summarization via ChatGPT EMNLP 2023

Data Selection Curriculum for Abstractive Text Summarization EMNLP 2023