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

ACROSS: An Alignment-based Framework for Low-Resource Many-to-One Cross-Lingual Summarization ACL 2023

BioNART: A Biomedical Non-AutoRegressive Transformer for Natural Language Generation ACL 2023

From Numbers to Words: Multi-Modal Bankruptcy Prediction Using the ECL Dataset IJCNLP 2023

Detection and Mitigation of the Negative Impact of Dataset Extractivity on Abstractive Summarization ACL 2023

Exploring Prompting Large Language Models as Explainable Metrics IJCNLP 2023

SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation ACL 2023

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

MeetingBank: A Benchmark Dataset for Meeting Summarization ACL 2023

Reference-Free Summarization Evaluation with Large Language Models IJCNLP 2023

Hierarchical Catalogue Generation for Literature Review: A Benchmark EMNLP 2023

Inverse Reinforcement Learning for Text Summarization EMNLP 2023

Unsupervised Summarization Re-ranking ACL 2023

Towards Argument-Aware Abstractive Summarization of Long Legal Opinions with Summary Reranking ACL 2023

Responsible AI Considerations in Text Summarization Research: A Review of Current Practices EMNLP 2023

Understanding Large Language Model Based Metrics for Text Summarization IJCNLP 2023

NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist ACL 2023

Summary Cycles: Exploring the Impact of Prompt Engineering on Large Language Models’ Interaction with Interaction Log Information IJCNLP 2023

Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success) ACL 2023

Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization ACL 2023

EduQuick: A Dataset Toward Evaluating Summarization of Informal Educational Content for Social Media IJCNLP 2023

nclu_team at SemEval-2023 Task 6: Attention-based Approaches for Large Court Judgement Prediction with Explanation ACL 2023

A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets ACL 2023

Abstractive Text Summarization Using the BRIO Training Paradigm ACL 2023

SummHelper: Collaborative Human-Computer Summarization EMNLP 2023

ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer ACL 2023