BRIO: Bringing Order to Abstractive Summarization

Annual Meeting of the Association for Computational Linguistics (ACL), 2022

31 March 2022

Graham Neubig

Papers citing "BRIO: Bringing Order to Abstractive Summarization"

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Title
Chain of Summaries: Summarization Through Iterative Questioning William Brach Lukas Galke Poech HILM 116 0 0 12 Nov 2025
MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation Yang Han Pengyu Wang Kai Yu Xin Chen Lu Chen 64 0 0 23 Oct 2025
Do Biased Models Have Biased Thoughts? Swati Rajwal Shivank Garg Reem Abdel-Salam Abdelrahman Zayed LRM 136 0 0 08 Aug 2025
QA-prompting: Improving Summarization with Large Language Models using Question-Answering Neelabh Sinha RALM LRM 224 1 0 20 May 2025
RepCali: High Efficient Fine-tuning Via Representation Calibration in Latent Space for Pre-trained Language ModelsData Intelligence (DI), 2025 Fujun Zhang Xiaoying Fan Xiangdong Su Guanglai Gao 245 1 0 13 May 2025
News is More than a Collection of Facts: Moral Frame Preserving News Summarization Enrico Liscio Michela Lorandi P. Murukannaiah 217 1 0 01 Apr 2025
Odysseus Navigates the Sirens' Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Wen Luo Feifan Song Wei Li Guangyue Peng Shaohang Wei Houfeng Wang AI4CE 184 1 0 11 Mar 2025
BRIDO: Bringing Democratic Order to Abstractive Summarization Junhyun Lee Harshith Goka Hyeonmok Ko HILM 178 0 0 25 Feb 2025
Entailment-Preserving First-order Logic Representations in Natural Language EntailmentAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Jinu Lee Qi Liu Runzhi Ma Vincent Han Ziqi Wang Heng Ji Anjali Narayan-Chen 200 3 0 24 Feb 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 288 2 0 23 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 225 3 0 20 Feb 2025
Refine Knowledge of Large Language Models via Adaptive Contrastive LearningInternational Conference on Learning Representations (ICLR), 2025 Hai-Tao Zheng Haojing Huang Jiayi Kuang Yangning Li Shu Guo Chao Qu Jue Chen Hai-Tao Zheng Ying Shen Philip S. Yu CLL 201 13 0 11 Feb 2025
Learning to Substitute Words with Model-based Score RankingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Hongye Liu Ricardo Henao 365 0 0 09 Feb 2025
Teaching Large Language Models Number-Focused Headline Generation With Key Element RationalesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Zhen Qian Xiuzhen Zhang Xiaofei Xu Xiwei Xu LRM 157 0 0 05 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 433 6 0 02 Feb 2025
Can summarization approximate simplification? A gold standard comparison Giacomo Magnifico Eduard Barbu 133 0 0 28 Jan 2025
Fact-Preserved Personalized News Headline GenerationIndustrial Conference on Data Mining (IDM), 2023 Zhao Yang Junhong Lian Xiang Ao 799 3 0 21 Jan 2025
Improving GenIR Systems Based on User Feedback Jiaxin Mao Zhicheng Dou Min Zhang 767 0 0 06 Jan 2025
CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction Jiaxin Duan Fengyu Lu Junfei Liu 196 0 0 04 Jan 2025
From Generalist to Specialist: A Survey of Large Language Models for ChemistryInternational Conference on Computational Linguistics (COLING), 2024 Yang Han Ziping Wan Lu Chen Kai Yu Xin Chen LM&MA 231 6 0 31 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 306 3 0 10 Dec 2024
DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Haohan Yuan Haopeng Zhang 149 3 0 21 Oct 2024
Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Sweta Agrawal José G. C. de Souza Ricardo Rei António Farinhas Gonçalo Faria Patrick Fernandes Nuno M. Guerreiro Andre Martins 151 9 0 10 Oct 2024
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization PreferenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yang Han Yiming Wang Rui Wang Lu Chen Kai Yu AI4TS ALM 115 4 0 01 Oct 2024
Are Large Language Models In-Context Personalized Summarizers? Get an iCOPERNICUS Test Done!Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Divya Patel Pathik Patel Ankush Chander Sourish Dasgupta Tanmoy Chakraborty 220 3 0 30 Sep 2024
A Critical Look at Meta-evaluating Summarisation Evaluation MetricsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Xiang Dai Sarvnaz Karimi Biaoyan Fang 217 1 0 29 Sep 2024
AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual GranularityAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Zhibin Lan Liqiang Niu Fandong Meng Wenbo Li Jie Zhou Jinsong Su VLM 197 4 0 20 Sep 2024
Extract-and-Abstract: Unifying Extractive and Abstractive Summarization within Single Encoder-Decoder Framework Yuping Wu Hao Li Hongbo Zhu Goran Nenadic Xiao-Jun Zeng 315 2 0 18 Sep 2024
E2CL: Exploration-based Error Correction Learning for Embodied AgentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Hanlin Wang Chak Tou Leong Jian Wang Wenjie Li 314 6 0 05 Sep 2024
With Good MT There is No Need For End-to-End: A Case for Translate-then-Summarize Cross-lingual Summarization Daniel Varab Christian Hardmeier ELM 99 0 0 31 Aug 2024
CTISum: A New Benchmark Dataset For Cyber Threat Intelligence Summarization Wei Peng Junmei Ding Wei Wang Lei Cui Wei Cai Zhiyu Hao Xiaochun Yun 189 6 0 13 Aug 2024
Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yanghai Zhang Ye Liu Shiwei Wu Kai Zhang Xukai Liu Qi Liu Enhong Chen 120 3 0 06 Aug 2024
StyEmp: Stylizing Empathetic Response Generation via Multi-Grained Prefix Encoder and Personality ReinforcementSIGDIAL Conferences (SIGDIAL), 2024 Yahui Fu Chenhui Chu Tatsuya Kawahara 214 3 0 05 Aug 2024
Understanding Reference Policies in Direct Preference Optimization Yixin Liu Pengfei Liu Arman Cohan 208 16 0 18 Jul 2024
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment Yilong Lai Jialong Wu Congzhi Zhang Haowen Sun Deyu Zhou 378 9 0 02 Jul 2024
PerSEval: Assessing Personalization in Text Summarizers Sourish Dasgupta Ankush Chander Parth Borad Isha Motiyani Tanmoy Chakraborty 172 3 0 29 Jun 2024
ITERTL: An Iterative Framework for Fine-tuning LLMs for RTL Code Generation Peiyang Wu Nan Guo Xiao Xiao Wenming Li Mingyu Yan Xiaochun Ye 327 11 0 28 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 228 84 0 17 Jun 2024
Why Don't Prompt-Based Fairness Metrics Correlate?Annual Meeting of the Association for Computational Linguistics (ACL), 2024 A. Zayed Gonçalo Mordido Ioana Baldini Sarath Chandar ALM 233 7 0 09 Jun 2024
Key-Element-Informed sLLM Tuning for Document SummarizationInterspeech (Interspeech), 2024 Sangwon Ryu Heejin Do Yunsu Kim G. G. Lee Jungseul Ok 231 10 0 07 Jun 2024
PostDoc: Generating Poster from a Long Multimodal Document Using Deep Submodular Optimization Vijay Jaisankar Sambaran Bandyopadhyay Kalp Vyas Varre Chaitanya Shwetha Somasundaram 141 5 0 30 May 2024
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents Liyan Tang Philippe Laban Greg Durrett HILM SyDa 255 160 0 16 Apr 2024
Towards a Robust Retrieval-Based Summarization System Shengjie Liu Jing Wu Jingyuan Bao Wenyi Wang N. Hovakimyan Christopher G. Healey RALM 136 13 0 29 Mar 2024
CLHA: A Simple yet Effective Contrastive Learning Framework for Human Alignment Feiteng Fang Liang Zhu Min Yang Xi Feng Jinchang Hou Qixuan Zhao Chengming Li Xiping Hu Ruifeng Xu 121 0 0 25 Mar 2024
TriSum: Learning Summarization Ability from Large Language Models with Structured RationaleNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Pengcheng Jiang Cao Xiao Zifeng Wang Parminder Bhatia Jimeng Sun Jiawei Han LRM 179 16 0 15 Mar 2024
From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification Fei Wang Chao Shang Sarthak Jain Shuai Wang Qiang Ning Bonan Min Vittorio Castelli Yassine Benajiba Dan Roth ALM 144 9 0 10 Mar 2024
On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in SummarizationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2024 Lorenzo Jaime Yu Flores Arman Cohan HILM 211 2 0 09 Mar 2024
ACLSum: A New Dataset for Aspect-based Summarization of Scientific PublicationsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Sotaro Takeshita Tommaso Green Ines Reinig Kai Eckert Simone Paolo Ponzetto 147 23 0 08 Mar 2024
Contrastive Instruction Tuning Tianyi Yan Fei Wang James Y. Huang Wenxuan Zhou Fan Yin Aram Galstyan Wenpeng Yin Muhao Chen ALM 205 9 0 17 Feb 2024
Self-training from Self-memory in Data-to-text Generation Hoang-Thang Ta 125 0 0 19 Jan 2024