Abstractive Summarization of Reddit Posts with Multi-level Memory Networks

2 November 2018

Papers citing "Abstractive Summarization of Reddit Posts with Multi-level Memory Networks"

50 / 122 papers shown

Title
DUAL: Diversity and Uncertainty Active Learning for Text Summarization Petros Stylianos Giouroukis Alexios Gidiotis Grigorios Tsoumakas 39 0 0 02 Mar 2025
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 52 0 0 07 Nov 2024
DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization Haohan Yuan Haopeng Zhang 26 1 0 21 Oct 2024
FastLexRank: Efficient Lexical Ranking for Structuring Social Media Posts Mao Li Frederick Conrad Johann Gagnon-Bartsch 18 0 0 02 Oct 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 31 0 0 18 Sep 2024
Bidirectional Awareness Induction in Autoregressive Seq2Seq Models J. Hu Roberto Cavicchioli Alessandro Capotondi BDL 34 0 0 25 Aug 2024
GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models Kunsheng Tang Wenbo Zhou Jie Zhang Aishan Liu Gelei Deng Shuai Li Peigui Qi Weiming Zhang Tianwei Zhang Nenghai Yu 46 3 0 22 Aug 2024
Large Language Models Know What Makes Exemplary Contexts Quanyu Long Jianda Chen Wenya Wang Sinno Jialin Pan 67 0 0 14 Aug 2024
Data Contamination Report from the 2024 CONDA Shared Task Oscar Sainz Iker García-Ferrero Alon Jacovi Jonas Hanselle Yanai Elazar ... Yu-Min Tseng Vishaal Udandarao Zengzhi Wang Ruijie Xu Jinglin Yang 51 5 0 31 Jul 2024
Position: Measure Dataset Diversity, Don't Just Claim It Dora Zhao Jerone T. A. Andrews Orestis Papakyriakopoulos Alice Xiang 64 14 0 11 Jul 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 37 17 0 17 Jun 2024
Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization Preslav Nakov Shen Gao Mingzhe Li Qingqing Zhu Xin Gao Xiangliang Zhang 35 0 0 08 Jun 2024
Assessing LLMs for Zero-shot Abstractive Summarization Through the Lens of Relevance Paraphrasing Hadi Askari Anshuman Chhabra Muhao Chen Prasant Mohapatra 41 5 0 06 Jun 2024
Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization Olubusayo Olabisi Ameeta Agrawal 45 2 0 03 May 2024
Decomposing Label Space, Format and Discrimination: Rethinking How LLMs Respond and Solve Tasks via In-Context Learning Quanyu Long Yin Wu Wenya Wang Sinno Jialin Pan 94 1 0 11 Apr 2024
Information-Theoretic Distillation for Reference-less Summarization Jaehun Jung Ximing Lu Liwei Jiang Faeze Brahman Peter West Pang Wei Koh Yejin Choi 40 3 0 20 Mar 2024
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression Zhuoshi Pan Qianhui Wu Huiqiang Jiang Menglin Xia Xufang Luo ... Yuqing Yang Chin-Yew Lin H. Vicky Zhao Lili Qiu Dongmei Zhang VLM 52 93 0 19 Mar 2024
ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications Sotaro Takeshita Tommaso Green Ines Reinig Kai Eckert Simone Paolo Ponzetto 29 11 0 08 Mar 2024
GenAudit: Fixing Factual Errors in Language Model Outputs with Evidence Kundan Krishna S. Ramprasad Prakhar Gupta Byron C. Wallace Zachary Chase Lipton Jeffrey P. Bigham HILM KELM SyDa 52 9 0 19 Feb 2024
Tandem Transformers for Inference Efficient LLMs S. AishwaryaP Pranav Ajit Nair Yashas Samaga Toby Boyd Sanjiv Kumar Prateek Jain Praneeth Netrapalli 25 6 0 13 Feb 2024
SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models Weixiang Zhao Shilong Wang Yulin Hu Yanyan Zhao Bing Qin Xuanyu Zhang Qing Yang Dongliang Xu Wanxiang Che KELM CLL 34 11 0 16 Jan 2024
Generative Deduplication For Socia Media Data Selection Xianming Li Jing Li 29 2 0 11 Jan 2024
Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias Anshuman Chhabra Hadi Askari Prasant Mohapatra 36 18 0 03 Jan 2024
On Context Utilization in Summarization with Large Language Models Mathieu Ravaut Aixin Sun Nancy F. Chen Chenyu You 39 13 0 16 Oct 2023
Calibrating Likelihoods towards Consistency in Summarization Models Polina Zablotskaia Misha Khalman Rishabh Joshi Livio Baldini Soares Shoshana Jakobovits Joshua Maynez Shashi Narayan 31 3 0 12 Oct 2023
Core-sets for Fair and Diverse Data Summarization S. Mahabadi S. Trajanovski 30 1 0 12 Oct 2023
Teach LLMs to Personalize -- An Approach inspired by Writing Education Cheng Li Mingyang Zhang Qiaozhu Mei Yaqing Wang Spurthi Amba Hombaiah Yi Liang Michael Bendersky AI4Ed 45 33 0 15 Aug 2023
SMILE: Evaluation and Domain Adaptation for Social Media Language Understanding Vasilisa Bashlovkina Riley Matthews Zhaobin Kuang Simon Baumgartner Michael Bendersky 40 4 0 30 Jun 2023
GUMSum: Multi-Genre Data and Evaluation for English Abstractive Summarization Yang Liu Amir Zeldes ELM 29 2 0 20 Jun 2023
Summarization from Leaderboards to Practice: Choosing A Representation Backbone and Ensuring Robustness David Demeter Oshin Agarwal Simon Ben Igeri Marko Sterbentz Neil P. Molino John M. Conroy A. Nenkova 29 1 0 18 Jun 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization Pranav Ajit Nair Sukomal Pal Pradeepika Verm MoMe 34 2 0 26 May 2023
Topic-Guided Self-Introduction Generation for Social Media Users Chunpu Xu Jing Li Pijian Li Min Yang 36 0 0 24 May 2023
USB: A Unified Summarization Benchmark Across Tasks and Domains Kundan Krishna Prakhar Gupta S. Ramprasad Byron C. Wallace Jeffrey P. Bigham Zachary Chase Lipton HILM 43 8 0 23 May 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT Yichong Xu Ruochen Xu Dan Iter Yang Liu Shuohang Wang Chenguang Zhu Michael Zeng 19 10 0 22 May 2023
Recent Trends in Unsupervised Summarization Mohammad Khosravani Amine Trabelsi 37 0 0 18 May 2023
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization Xinbei Ma Yeyun Gong Pengcheng He Hai Zhao Nan Duan 42 2 0 11 May 2023
Unified Demonstration Retriever for In-Context Learning Xiaonan Li Kai Lv Hang Yan Tianya Lin Wei-wei Zhu Yuan Ni Guotong Xie Xiaoling Wang Xipeng Qiu RALM VPVLM 27 121 0 07 May 2023
On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study Polina Zablotskaia Du Phan Joshua Maynez Shashi Narayan Jie Jessie Ren J. Liu UQLM UQCV 27 18 0 17 Apr 2023
Extractive Summarization via ChatGPT for Faithful Summary Generation Haopeng Zhang Xiao Liu Jiawei Zhang 38 76 0 09 Apr 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization Yi-Syuan Chen Yun-Zhu Song Hong-Han Shuai 33 6 0 24 Mar 2023
Data Portraits: Recording Foundation Model Training Data Marc Marone Benjamin Van Durme 143 30 0 06 Mar 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? Chengwei Qin Q. Li Ruochen Zhao Chenyu You VLM LRM 23 15 0 16 Feb 2023
Towards Inferential Reproducibility of Machine Learning Research Michael Hagmann Philipp Meier Stefan Riezler 29 2 0 08 Feb 2023
Curriculum-Guided Abstractive Summarization Sajad Sotudeh Hanieh Deilamsalehy Franck Dernoncourt Nazli Goharian 35 1 0 02 Feb 2023
A comprehensive review of automatic text summarization techniques: method, data, evaluation and coding D. Cajueiro A. G. Nery Igor Tavares Maísa Kely de Melo Silvia A. dos Reis Weigang Li V. R. R. Celestino 33 15 0 04 Jan 2023
Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological Order Preslav Nakov Li Mingzhe Shen Gao Zhangming Chan Dongyan Zhao Xin Gao Xiangliang Zhang Rui Yan 139 4 0 02 Jan 2023
Improving the Robustness of Summarization Models by Detecting and Removing Input Noise Kundan Krishna Yao-Min Zhao Jie Jessie Ren Balaji Lakshminarayanan Jiaming Luo Mohammad Saleh Peter J. Liu 36 4 0 20 Dec 2022
RISE: Leveraging Retrieval Techniques for Summarization Evaluation David C. Uthus Jianmo Ni RALM 19 0 0 17 Dec 2022
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization Chao Zhao Faeze Brahman Kaiqiang Song Wenlin Yao Dian Yu Snigdha Chaturvedi HILM 26 7 0 02 Dec 2022
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization Yulong Chen Yang Liu Ruochen Xu Ziyi Yang Chenguang Zhu Michael Zeng Yue Zhang 32 17 0 17 Nov 2022