Natural Language Processing › Generation ›

Summarization

1599 directly classified papers

Papers per year

Papers

Improving Multi-Stage Long Document Summarization with Enhanced Coarse Summarizer EMNLP 2023

On the Blind Spots of Model-Based Evaluation Metrics for Text Generation ACL 2023

In-context Learning of Large Language Models for Controlled Dialogue Summarization: A Holistic Benchmark and Empirical Analysis EMNLP 2023

Zero-Shot Cross-Lingual Summarization via Large Language Models EMNLP 2023

Summarization-based Data Augmentation for Document Classification EMNLP 2023

Extract, Select and Rewrite: A Modular Sentence Summarization Method EMNLP 2023

Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task IJCNLP 2023

ReTAG: Reasoning Aware Table to Analytic Text Generation EMNLP 2023

Background Summarization of Event Timelines EMNLP 2023

Team NLLG submission for Eval4NLP 2023 Shared Task: Retrieval-Augmented In-Context Learning for NLG Evaluation AACL 2023

Robust Code Summarization EMNLP 2023

Exploring Prompting Large Language Models as Explainable Metrics AACL 2023

Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task AACL 2023

Towards Better Evaluation of Instruction-Following: A Case-Study in Summarization EMNLP 2023

Reference-Free Summarization Evaluation with Large Language Models AACL 2023

Characterised LLMs Affect its Evaluation of Summary and Translation AACL 2023

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

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

LTRC_IIITH’s 2023 Submission for Prompting Large Language Models as Explainable Metrics Task AACL 2023

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

Towards Better Evaluation of Instruction-Following: A Case-Study in Summarization CONLL 2023

Improving Summarization with Human Edits EMNLP 2023

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

RaLEs: a Benchmark for Radiology Language Evaluations NIPS 2023

QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023