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

Improving Factual Consistency of News Summarization by Contrastive Preference Optimization EMNLP 2024

Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles EMNLP 2024

Detecting Errors through Ensembling Prompts (DEEP): An End-to-End LLM Framework for Detecting Factual Errors EMNLP 2024

Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends ACL 2024

Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs EMNLP 2024

Parameter Efficient Instruction Tuning of LLMs for Financial Applications IJCAI 2024

TLDR at SemEval-2024 Task 2: T5-generated clinical-Language summaries for DeBERTa Report Analysis SEMEVAL 2024

Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning EACL 2024

Word Matters: What Influences Domain Adaptation in Summarization? ACL 2024

Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization EMNLP 2024

Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works EMNLP 2024

Mitigating the Impact of Reference Quality on Evaluation of Summarization Systems with Reference-Free Metrics EMNLP 2024

APPLS: Evaluating Evaluation Metrics for Plain Language Summarization EMNLP 2024

NarrativeXL: a Large-scale Dataset for Long-Term Memory Models EMNLP 2023

Prompted Opinion Summarization with GPT-3.5 ACL 2023

InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT EMNLP 2023

Aspect-aware Unsupervised Extractive Opinion Summarization ACL 2023

Long Document Summarization with Top-down and Bottom-up Inference EACL 2023

Don’t Add, don’t Miss: Effective Content Preserving Generation from Pre-Selected Text Spans EMNLP 2023

Improving Consistency for Text Summarization with Energy Functions EMNLP 2023

Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization ACL 2023

Enhancing Human Summaries for Question-Answer Generation in Education ACL 2023

Diffusion Language Model with Query-Document Relevance for Query-Focused Summarization EMNLP 2023

Echoes from Alexandria: A Large Resource for Multilingual Book Summarization ACL 2023

mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences EMNLP 2023