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News Summarization and Evaluation in the Era of GPT-3

26 September 2022

Papers citing "News Summarization and Evaluation in the Era of GPT-3"

50 / 289 papers shown

Title
AlignCheck: a Semantic Open-Domain Metric for Factual Consistency Assessment Ahmad Aghaebrahimian HILM 128 0 0 03 Dec 2025
Why is "Chicago" Predictive of Deceptive Reviews? Using LLMs to Discover Language Phenomena from Lexical Cues Jiaming Qu Mengtian Guo Yue Wang 132 0 0 17 Nov 2025
DITTO: A Spoofing Attack Framework on Watermarked LLMs via Knowledge Distillation Hyeseon Ahn Shinwoo Park Suyeon Woo Yo-Sub Han 95 0 0 13 Oct 2025
Adaptive Planning for Multi-Attribute Controllable Summarization with Monte Carlo Tree Search Sangwon Ryu Heejin Do Yunsu Kim G. G. Lee Jungseul Ok 152 0 0 30 Sep 2025
Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation Yen-Ju Lu Thomas Thebaud Laureano Moro-Velazquez Najim Dehak Jesus Villalba 128 1 0 29 Sep 2025
Temporal Generalization: A Reality Check Divyam Madaan S. Chopra Kyunghyun Cho OOD AI4TS 116 0 0 27 Sep 2025
Learning to Summarize by Learning to Quiz: Adversarial Agentic Collaboration for Long Document Summarization Weixuan Wang Minghao Wu Barry Haddow Alexandra Birch LLMAG AAML RALM 168 0 0 25 Sep 2025
Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents Ankan Mullick Sombit Bose Rounak Saha Ayan Kumar Bhowmick Aditya Vempaty Prasenjit Dey Ravi Kokku Pawan Goyal Niloy Ganguly 199 1 0 13 Sep 2025
Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Chuyuan Li Austin Xu Shafiq Joty Giuseppe Carenini BDL 148 0 0 11 Sep 2025
Modeling Motivated Reasoning in Law: Evaluating Strategic Role Conditioning in LLM Summarization Eunjung Cho Alexander Hoyle Yoan Hermstrüwer AILaw ELM 170 0 0 30 Aug 2025
Evaluating the Evaluators: Are readability metrics good measures of readability? Isabel Cachola Daniel Khashabi Mark Dredze ELM 82 1 0 26 Aug 2025
PhantomLint: Principled Detection of Hidden LLM Prompts in Structured Documents Toby Murray 94 1 0 25 Aug 2025
When the Domain Expert Has No Time and the LLM Developer Has No Clinical Expertise: Real-World Lessons from LLM Co-Design in a Safety-Net Hospital Avni Kothari Patrick Vossler Jean Digitale Mohammad Forouzannia Elise Rosenberg ... Jennee Bryant Melanie Molina James Marks Lucas Zier Jean Feng 88 0 0 11 Aug 2025
CyberRAG: An Agentic RAG cyber attack classification and reporting tool Francesco Blefari Cristian Cosentino Francesco Aurelio Pironti Angelo Furfaro Fabrizio Marozzo 306 2 0 03 Jul 2025
Reranking-based Generation for Unbiased Perspective SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Narutatsu Ri Nicholas Deas Kathleen McKeown OffRL 158 0 0 19 Jun 2025
References Matter: Investigating the Impact of Reference Set Variation on Summarization Evaluation Silvia Casola Wenshu Fan Siyao Peng Oliver Kraus Albert Gatt Barbara Plank 302 0 0 17 Jun 2025
Are LLMs Good Text Diacritizers? An Arabic and Yorùbá Case Study Hawau Olamide Toyin Samar M. Magdy Hanan Aldarmaki 179 1 0 13 Jun 2025
Summarization for Generative Relation Extraction in the Microbiome Domain Oumaima El Khettari Solen Quiniou Samuel Chaffron 129 2 0 10 Jun 2025
DiscoSum: Discourse-aware News Summarization Alexander Spangher Tenghao Huang Jialiang Gu Jiatong Shi Muhao Chen 152 0 0 07 Jun 2025
M $^3$ FinMeeting: A Multilingual, Multi-Sector, and Multi-Task Financial Meeting Understanding Evaluation Dataset Jie Zhu Junhui Li Yalong Wen Xiandong Li Lifan Guo Feng-Xiang Chen 216 0 0 03 Jun 2025
Feeling Guilty Being a c(ai)borg: Navigating the Tensions Between Guilt and Empowerment in AI Use Konstantin Aal Tanja Aal Vasil Navumau David Unbehaun Claudia Müller Volker Wulf Sarah Rüller 62 0 0 30 May 2025
MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence CalibrationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Zhitao He Sandeep Polisetty Zhiyuan Fan Yuchen Huang Shujin Wu Yi R. LRM 433 9 0 29 May 2025
StrucSum: Graph-Structured Reasoning for Long Document Extractive Summarization with LLMs Haohan Yuan Sukhwa Hong Haopeng Zhang RALM ReLM LRM 210 1 0 29 May 2025
Principled Content Selection to Generate Diverse and Personalized Multi-Document SummariesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Vishakh Padmakumar Zichao Wang David Arbour Jennifer Healey 171 1 0 28 May 2025
ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models Yachuan Liu Xiaochun Wei Lin Shi Xinnuo Li Bohan Zhang Paramveer S. Dhillon Qiaozhu Mei 221 0 0 26 May 2025
QA-prompting: Improving Summarization with Large Language Models using Question-Answering Neelabh Sinha RALM LRM 264 1 0 20 May 2025
What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization Weixiao Zhou Junnan Zhu Gengyao Li Xianfu Cheng Xinnian Liang Feifei Zhai Zhiyu Li ALM 341 0 0 18 May 2025
From Millions of Tweets to Actionable Insights: Leveraging LLMs for User Profiling Vahid Rahimzadeh Ali Hamzehpour A. Shakery Masoud Asadpour 130 1 0 09 May 2025
What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token PatternsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Michael A. Hedderich Anyi Wang Raoyuan Zhao Florian Eichin Jonas Fischer Barbara Plank 312 3 0 22 Apr 2025
The Viability of Crowdsourcing for RAG EvaluationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Lukas Gienapp Tim Hagen Maik Fröbe Matthias Hagen Benno Stein Martin Potthast Harrisen Scells 403 2 0 22 Apr 2025
Summarizing Speech: A Comprehensive Survey Fabian Retkowski Maike Züfle Andreas Sudmann Dinah Pfau Jan Niehues Jan Niehues Alexander H. Waibel 432 0 0 10 Apr 2025
Beyond LLMs: A Linguistic Approach to Causal Graph Generation from Narrative Texts Zehan Li Ruhua Pan Xinyu Pi 183 1 0 10 Apr 2025
PreSumm: Predicting Summarization Performance Without SummarizingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Steven Koniaev Ori Ernst Jackie Chi Kit Cheung 198 2 0 07 Apr 2025
News is More than a Collection of Facts: Moral Frame Preserving News Summarization Enrico Liscio Michela Lorandi P. Murukannaiah 257 1 0 01 Apr 2025
RESPONSE: Benchmarking the Ability of Language Models to Undertake Commonsense Reasoning in Crisis Situation Aissatou Diallo Antonis Bikakis Luke Dickens Anthony Hunter Rob Miller ReLM LRM 247 1 0 14 Mar 2025
Sequence-level Large Language Model Training with Contrastive Preference OptimizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Zhili Feng Dhananjay Ram Cole Hawkins Aditya Rawal Jinman Zhao Sheng Zha 340 2 0 23 Feb 2025
CLIPPER: Compression enables long-context synthetic data generation Chau Minh Pham Yapei Chang Mohit Iyyer SyDa 417 1 0 20 Feb 2025
Evaluating Large Language Models for Public Health Classification and Extraction Tasks Joshua Harris Timothy Laurence Leo Loman Fan Grayson Toby Nonnenmacher ... Hamish Mohammed Thomas Finnie Luke Hounsome Michael Borowitz Steven Riley LM&MA AI4MH 322 9 0 20 Feb 2025
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text GenerationInternational Conference on Learning Representations (ICLR), 2025 Song Duong Florian Le Bronnec Alexandre Allauzen Vincent Guigue Alberto Lumbreras Laure Soulier Patrick Gallinari HILM 245 3 0 20 Feb 2025
Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text ApproachesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Adithya Pratapa Teruko Mitamura 283 1 0 10 Feb 2025
Evaluating Small Language Models for News Summarization: Implications and Factors Influencing PerformanceNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Borui Xu Yao Chen Zeyi Wen Weiguo Liu Bingsheng He 509 6 0 02 Feb 2025
Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language ModelsKnowledge Discovery and Data Mining (KDD), 2023 Jingwei Yi Yueqi Xie Bin Zhu Emre Kiciman Guangzhong Sun Xing Xie Fangzhao Wu AAML 439 145 0 28 Jan 2025
Zero-Shot Strategies for Length-Controllable SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Fabian Retkowski A. Waibel 432 7 0 31 Dec 2024
Bridging Context Gaps: Enhancing Comprehension in Long-Form Social Conversations Through Contextualized ExcerptsInternational Conference on Computational Linguistics (COLING), 2024 Shrestha Mohanty Sarah Xuan Jacob Jobraeel Anurag Kumar Deb Roy Jad Kabbara 274 0 0 31 Dec 2024
Hansel: Output Length Controlling Framework for Large Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2024 Seoha Song Junhyun Lee Hyeonmok Ko 224 1 0 18 Dec 2024
Modeling Story Expectations to Understand Engagement: A Generative Framework Using LLMs Hortense Fong George Gui HAI 320 0 0 13 Dec 2024
DocSum: Domain-Adaptive Pre-training for Document Abstractive Summarization Phan Phuong Mai Chau Souhail Bakkali Antoine Doucet 275 0 0 11 Dec 2024
Coverage-based Fairness in Multi-document SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Haoyuan Li Yusen Zhang Rui Zhang Snigdha Chaturvedi 397 2 0 11 Dec 2024
QAPyramid: Fine-grained Evaluation of Content Selection for Text Summarization Shiyue Zhang David Wan Arie Cattan Ayal Klein Ido Dagan Joey Tianyi Zhou 342 4 0 10 Dec 2024
Challenges in Trustworthy Human Evaluation of ChatbotsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Wenting Zhao Alexander M. Rush Tanya Goyal ALM 252 9 0 05 Dec 2024