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

LLMR: Knowledge Distillation with a Large Language Model-Induced Reward COLING 2024

Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks COLING 2024

Challenges at SemEval 2024 Task 7: Contrastive Learning Approach on Numeral-Aware Language Generation SEMEVAL 2024

A Community-Driven Data-to-Text Platform for Football Match Summaries COLING 2024

A Sentiment Consolidation Framework for Meta-Review Generation ACL 2024

ClusterCore at SemEval-2024 Task 7: Few Shot Prompting With Large Language Models for Numeral-Aware Headline Generation SEMEVAL 2024

Sequence-to-Sequence Spanish Pre-trained Language Models COLING 2024

Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts EMNLP 2024

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

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

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

BMX: Boosting Natural Language Generation Metrics with Explainability EACL 2024

FineSurE: Fine-grained Summarization Evaluation using LLMs ACL 2024

Aligning Uncertainty: Leveraging LLMs to Analyze Uncertainty Transfer in Text Summarization EACL 2024

Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction EMNLP 2024

Extracting and Summarizing Evidence of Suicidal Ideation in Social Media Contents Using Large Language Models EACL 2024

Exploring Robustness in Doctor-Patient Conversation Summarization: An Analysis of Out-of-Domain SOAP Notes NAACL 2024

MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos CVPR 2024

Incorporating Word Count Information into Depression Risk Summary Generation: INF@UoS CLPsych 2024 Submission EACL 2024

How Much Annotation is Needed to Compare Summarization Models? NAACL 2024

Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization NAACL 2024

Delving into the Depths: Evaluating Depression Severity through BDI-biased Summaries EACL 2024

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

From Sights to Insights: Towards Summarization of Multimodal Clinical Documents ACL 2024

APPLS: Evaluating Evaluation Metrics for Plain Language Summarization EMNLP 2024