Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization

27 August 2018

Papers citing "Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization"

50 / 383 papers shown

Title
Power Hungry Processing: Watts Driving the Cost of AI Deployment? Sasha Luccioni Yacine Jernite Emma Strubell 44 161 0 28 Nov 2023
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models Thomas P. Zollo Todd Morrill Zhun Deng Jake C. Snell T. Pitassi Richard Zemel 43 8 0 22 Nov 2023
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization Alexandra Chronopoulou Jonas Pfeiffer Joshua Maynez Xinyi Wang Sebastian Ruder Priyanka Agrawal MoMe 26 16 0 15 Nov 2023
Boosting Summarization with Normalizing Flows and Aggressive Training Yu Yang Xiaotong Shen AI4CE TPM 24 0 0 01 Nov 2023
InfoDiffusion: Information Entropy Aware Diffusion Process for Non-Autoregressive Text Generation Renzhi Wang Jing Li Piji Li DiffM 35 2 0 18 Oct 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 38 3 0 13 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
Improving Summarization with Human Edits Zonghai Yao Benjamin J Schloss Sai P. Selvaraj 26 3 0 09 Oct 2023
Learning to Diversify Neural Text Generation via Degenerative Model Jimin Hong chaeHun Park Jaegul Choo 34 0 0 22 Sep 2023
Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI Mahyar Abbasian Elahe Khatibi Iman Azimi David Oniani Zahra Shakeri Hossein Abad ... Bryant Lin Olivier Gevaert Li-Jia Li Ramesh C. Jain Amir M. Rahmani LM&MA ELM AI4MH 40 66 0 21 Sep 2023
Overview of AuTexTification at IberLEF 2023: Detection and Attribution of Machine-Generated Text in Multiple Domains A. Sarvazyan José Ángel González Marc Franco-Salvador Francisco Rangel Berta Chulvi Paolo Rosso DeLMO 38 61 0 20 Sep 2023
f-Divergence Minimization for Sequence-Level Knowledge Distillation Yuqiao Wen Zichao Li Wenyu Du Lili Mou 30 53 0 27 Jul 2023
Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy Yu Fu Deyi Xiong Yue Dong WaLM 53 31 0 25 Jul 2023
Unsupervised Calibration through Prior Adaptation for Text Classification using Large Language Models Lautaro Estienne Luciana Ferrer Matías Vera Pablo Piantanida VLM 34 1 0 13 Jul 2023
LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation Yixiao Li Yifan Yu Qingru Zhang Chen Liang Pengcheng He Weizhu Chen Tuo Zhao 44 69 0 20 Jun 2023
Preference-grounded Token-level Guidance for Language Model Fine-tuning Shentao Yang Shujian Zhang Congying Xia Yihao Feng Caiming Xiong Mi Zhou 29 23 0 01 Jun 2023
Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning Umang Gupta Aram Galstyan Greg Ver Steeg 6 2 0 30 May 2023
Generating EDU Extracts for Plan-Guided Summary Re-Ranking Griffin Adams Alexander R. Fabbri Faisal Ladhak Kathleen McKeown Noémie Elhadad 18 10 0 28 May 2023
Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model Yibo Miao Hongcheng Gao Hao Zhang Zhijie Deng DeLMO 30 20 0 26 May 2023
Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization Rongxin Zhu Jianzhong Qi Jey Han Lau 42 10 0 26 May 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation Tetsu Kasanishi Masaru Isonuma Junichiro Mori Ichiro Sakata 18 8 0 24 May 2023
On Robustness of Finetuned Transformer-based NLP Models Pavan Kalyan Reddy Neerudu S. Oota Mounika Marreddy Venkateswara Rao Kagita Manish Gupta 32 7 0 23 May 2023
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text Jinyan Su Terry Yue Zhuo Di Wang Preslav Nakov DeLMO 47 121 0 23 May 2023
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method Yiming Wang Zhuosheng Zhang Rui Wang 44 79 0 22 May 2023
Evaluating Factual Consistency of Texts with Semantic Role Labeling Jing Fan Dennis Aumiller Michael Gertz HILM 34 4 0 22 May 2023
Learning to Rank Utterances for Query-Focused Meeting Summarization Xingxian Liu Yajing Xu RALM 31 3 0 22 May 2023
DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection Xiao Yu Yuang Qi Kejiang Chen Guoqiang Chen Xi Yang Pengyuan Zhu Xiuwei Shang Weiming Zhang Neng H. Yu DeLMO 13 11 0 21 May 2023
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond Haw-Shiuan Chang Zonghai Yao Alolika Gon Hong-ye Yu Andrew McCallum 43 10 0 20 May 2023
Counterfactual Debiasing for Generating Factually Consistent Text Summaries Chenhe Dong Yuexiang Xie Yaliang Li Ying Shen CML HILM 29 0 0 18 May 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 116 1,148 0 17 May 2023
Balancing Lexical and Semantic Quality in Abstractive Summarization Jeewoo Sul Y. Choi 30 4 0 17 May 2023
PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India Ashok Urlana Pinzhen Chen Zheng Zhao Shay B. Cohen Manish Shrivastava Barry Haddow 31 9 0 15 May 2023
Vārta: A Large-Scale Headline-Generation Dataset for Indic Languages Rahul Aralikatte Ziling Cheng Sumanth Doddapaneni Jackie C.K. Cheung 42 8 0 10 May 2023
VCSUM: A Versatile Chinese Meeting Summarization Dataset Han Wu Mingjie Zhan Haochen Tan Zhaohui Hou Ding Liang Linqi Song 30 13 0 09 May 2023
CodeGen2: Lessons for Training LLMs on Programming and Natural Languages Erik Nijkamp A. Ghobadzadeh Caiming Xiong Silvio Savarese Yingbo Zhou 152 164 0 03 May 2023
A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training Nitay Calderon Subhabrata Mukherjee Roi Reichart Amir Kantor 41 17 0 03 May 2023
Exploring the Curious Case of Code Prompts Li Zhang Liam Dugan Hainiu Xu Chris Callison-Burch LRM 45 14 0 26 Apr 2023
Controlling keywords and their positions in text generation Yuichi Sasazawa Terufumi Morishita Hiroaki Ozaki Osamu Imaichi Yasuhiro Sogawa 22 2 0 19 Apr 2023
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference Tao Lei Junwen Bai Siddhartha Brahma Joshua Ainslie Kenton Lee ... Vincent Zhao Yuexin Wu Bo-wen Li Yu Zhang Ming-Wei Chang BDL AI4CE 30 54 0 11 Apr 2023
QUADRo: Dataset and Models for QUestion-Answer Database Retrieval S. Campese Ivano Lauriola Alessandro Moschitti 18 3 0 30 Mar 2023
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment Yang Liu Dan Iter Yichong Xu Shuohang Wang Ruochen Xu Chenguang Zhu ELM ALM LM&MA 53 1,078 0 29 Mar 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
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation Yixin Liu Alexander R. Fabbri Yilun Zhao Pengfei Liu Chenyu You Chien-Sheng Wu Caiming Xiong Dragomir R. Radev 15 27 0 07 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
Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization Xianjun Yang Yan Li Xinlu Zhang Haifeng Chen Wei Cheng AI4MH 37 175 0 16 Feb 2023
Long Horizon Temperature Scaling Andy Shih Dorsa Sadigh Stefano Ermon DiffM 29 13 0 07 Feb 2023
Curriculum-Guided Abstractive Summarization Sajad Sotudeh Hanieh Deilamsalehy Franck Dernoncourt Nazli Goharian 35 1 0 02 Feb 2023
Benchmarking Large Language Models for News Summarization Tianyi Zhang Faisal Ladhak Esin Durmus Percy Liang Kathleen McKeown Tatsunori B. Hashimoto ELM 43 485 0 31 Jan 2023
The Exploration of Knowledge-Preserving Prompts for Document Summarisation Cheng Chen Wei Emma Zhang A. Shakeri Makhmoor Fiza KELM 32 0 0 27 Jan 2023
On the State of German (Abstractive) Text Summarization Dennis Aumiller Jing Fan Michael Gertz 26 1 0 17 Jan 2023