Title
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 509 34 0 23 Jan 2025
RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMsAAAI Conference on Artificial Intelligence (AAAI), 2024 Jiaxing Wu Lin Ning Luyang Liu Harrison Lee Neo Wu Chao Wang Sushant Prakash S. O’Banion Bradley Green Jun Xie 372 3 0 20 Jan 2025
ISQA: Informative Factuality Feedback for Scientific Summarization Zekai Li Yanxia Qin Qian Liu Min-Yen Kan HILM 232 2 0 20 Apr 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 611 168 0 05 Mar 2024
From Beginner to Expert: Modeling Medical Knowledge into General LLMs Qiang Li Xiaoyan Yang Haowen Wang Qin Wang Lei Liu ... Wangshu Zhang Teng Xu Jinjie Gu Jing Zheng Guannan Zhang LM&MA ELM AI4MH 365 20 0 02 Dec 2023
P^3SUM: Preserving Author's Perspective in News Summarization with Diffusion Language Models Yuhan Liu Shangbin Feng Xiaochuang Han Vidhisha Balachandran Chan Young Park Sachin Kumar Yulia Tsvetkov DiffM 254 6 0 16 Nov 2023
Long Story Short: a Summarize-then-Search Method for Long Video Question Answering Jiwan Chung Youngjae Yu 398 7 0 02 Nov 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Xiaoshi Zhong Björn W. Schuller LM&MA AuLLM 658 52 0 24 Aug 2023
Summaries, Highlights, and Action items: Design, implementation and evaluation of an LLM-powered meeting recap system Sumit Asthana Sagi Hilleli Pengcheng He Aaron L Halfaker 414 23 0 28 Jul 2023
Improving BERT with Hybrid Pooling Network and Drop Mask Qian Chen Wen Wang Qinglin Zhang Chong Deng Ma Yukun Siqi Zheng 101 1 0 14 Jul 2023
Cross-lingual Cross-temporal Summarization: Dataset, Models, EvaluationComputational Linguistics (CL), 2023 Ran Zhang Jihed Ouni Steffen Eger 382 12 0 22 Jun 2023
Interactive Editing for Text Summarization Yujia Xie Xun Wang Si-Qing Chen Wayne Xiong Pengcheng He KELM 636 2 0 05 Jun 2023
Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study Guang Lu Sylvia B. Larcher Tu-Anh Tran 156 11 0 01 Jun 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPTConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yichong Xu Ruochen Xu Dan Iter Yang Liu Shuohang Wang Chenguang Zhu Michael Zeng 114 12 0 22 May 2023
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data Ziyi Yang Mahmoud Khademi Yichong Xu Reid Pryzant Yuwei Fang ... Yu Shi Lu Yuan Takuya Yoshioka Michael Zeng Xuedong Huang 150 4 0 21 May 2023
Recent Trends in Unsupervised Summarization Mohammad Khosravani Amine Trabelsi 172 0 0 18 May 2023
FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual KnowledgeConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Shangbin Feng Vidhisha Balachandran Yuyang Bai Yulia Tsvetkov KELM HILM 300 62 0 14 May 2023
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive SummarizationInternational Conference on Language Resources and Evaluation (LREC), 2023 Xinbei Ma Yeyun Gong Pengcheng He Hai Zhao Nan Duan 199 2 0 11 May 2023
Summarization with Precise Length Control Lesly Miculicich Yujia Xie Song Wang Pengcheng He 208 4 0 09 May 2023
The Current State of Summarization Fabian Retkowski 265 9 0 08 May 2023
Personalized Abstractive Summarization by Tri-agent Generation PipelineFindings (Findings), 2023 Md Aminul Haque Palash Sourav Saha Faria Afrin Pengcheng He 272 6 0 04 May 2023
Attend to the Right Context: A Plug-and-Play Module for Content-Controllable Summarization Wen Xiao Lesly Miculicich Yang Liu Pengcheng He Giuseppe Carenini KELM 148 3 0 21 Dec 2022
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yu Li Baolin Peng Pengcheng He Michel Galley Zhou Yu Jianfeng Gao 258 9 0 20 Dec 2022
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yixin Liu Alexander R. Fabbri Pengfei Liu Yilun Zhao Linyong Nan ... Simeng Han Shafiq Joty Chien-Sheng Wu Caiming Xiong Dragomir R. Radev ALM 269 153 0 15 Dec 2022
Momentum Calibration for Text Generation Xingxing Zhang Yiran Liu Xun Wang Pengcheng He Yang Yu Si-Qing Chen Wayne Xiong Furu Wei 271 10 0 08 Dec 2022
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Akhil Kedia Mohd Abbas Zaidi Haejun Lee 174 11 0 18 Nov 2022
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yulong Chen Yang Liu Ruochen Xu Ziyi Yang Chenguang Zhu Michael Zeng Yue Zhang 319 21 0 17 Nov 2022
MACSum: Controllable Summarization with Mixed AttributesTransactions of the Association for Computational Linguistics (TACL), 2022 Yusen Zhang Yang Liu Ziyi Yang Yuwei Fang Yulong Chen Dragomir R. Radev Chenguang Zhu Michael Zeng Rui Zhang 209 22 0 09 Nov 2022
Cross-domain Generalization for AMR ParsingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Xuefeng Bai Sen Yang Leyang Cui Linfeng Song Yue Zhang 199 3 0 22 Oct 2022
News Summarization and Evaluation in the Era of GPT-3 Tanya Goyal Junyi Jessy Li Greg Durrett ELM 417 459 0 26 Sep 2022