NLPExplorer

NewSum - 2025

Total Papers:- 15

Total Papers accross all years:- 15

Total Citations :- 0

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REFER: Mitigating Bias in Opinion Summarisation via Frequency Framed Prompting

Nannan Huang | Haytham M. Fayek | Xiuzhen Zhang |

AdvSumm: Adversarial Training for Bias Mitigation in Text Summarization

LLM-as-a-Judge Failures at Automating the Identification of Poor Quality Outputs in Free-Form Texts

Bridging Multimodal and Video Summarization: A Unified Survey

Haopeng Zhang |

Hierarchical Attention Adapter for Abstractive Dialogue Summarization

Raymond Li | Chuyuan Li | Gabriel Murray | Giuseppe Carenini |

Proceedings of The 5th New Frontiers in Summarization Workshop

CS-Sum: A Benchmark for Code-Switching Dialogue Summarization and the Limits of Large Language Models

Sathya Krishnan Suresh | Tanmay Surana | Lim Zhi Hao | Eng Siong Chng |

HalluTree: Explainable Multi-Hop Hallucination Detection for Abstractive Summarization

Daniel Orshansky | Oskar Oomen | Naaisha Agarwal | Ryan Lagasse |

Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing

From Keyterms to Context: Exploring Topic Description Generation in Scientific Corpora

NSF-SciFy: Mining the NSF Awards Database for Scientific Claims

Delip Rao | Weiqiu You | Eric Wong | Chris Callison-Burch |

Beyond Paraphrasing: Analyzing Summarization Abstractiveness and Reasoning

Nathan Zeweniuk | Ori Ernst | Jackie CK Cheung |

DACP: Domain-Adaptive Continual Pre-Training of Large Language Models for Phone Conversation Summarization

QA-prompting: Improving Summarization with Large Language Models using Question-Answering

Neelabh Sinha |