Natural Language Processing › Generation ›

Summarization

1599 directly classified papers

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Papers

ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models ACL 2024

ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization ACL 2024

WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations ACL 2024

On Context Utilization in Summarization with Large Language Models ACL 2024

DeVAn: Dense Video Annotation for Video-Language Models ACL 2024

Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation ACL 2024

TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization EACL 2024

FineSurE: Fine-grained Summarization Evaluation using LLMs ACL 2024

GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024

SumSurvey: An Abstractive Dataset of Scientific Survey Papers for Long Document Summarization ACL 2024

InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024

Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers ACL 2024

REFINESUMM: Self-Refining MLLM for Generating a Multimodal Summarization Dataset ACL 2024

Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation ACL 2024

Reduce Redundancy Then Rerank: Enhancing Code Summarization with a Novel Pipeline Framework COLING 2024

Key-Element-Informed sLLM Tuning for Document Summarization INTERSPEECH 2024

Optimizing the role of human evaluation in LLM-based spoken document summarization systems INTERSPEECH 2024

An End-to-End Speech Summarization Using Large Language Model INTERSPEECH 2024

Unveiling the Power of Integration: Block Diagram Summarization through Local-Global Fusion ACL 2024

JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract) AAAI 2024

Extractive Summarization with Text Generator NAACL 2024

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

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

Better Late Than Never: Model-Agnostic Hallucination Post-Processing Framework Towards Clinical Text Summarization ACL 2024

HumSum: A Personalized Lecture Summarization Tool for Humanities Students Using LLMs EACL 2024