Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond

19 February 2016

Ramesh Nallapati

Bowen Zhou

Cicero Nogueira dos Santos

Papers citing "Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond"

50 / 1,102 papers shown

Title
Learning to Diversify Neural Text Generation via Degenerative Model Jimin Hong chaeHun Park Jaegul Choo 26 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
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting Griffin Adams Alexander R. Fabbri Faisal Ladhak Eric Lehman Noémie Elhadad 29 52 0 08 Sep 2023
Unsupervised Multi-document Summarization with Holistic Inference Haopeng Zhang Sangwoo Cho Kaiqiang Song Xiaoyang Wang Hongwei Wang Jiawei Zhang Dong Yu 21 3 0 08 Sep 2023
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers Jiawen Xie Pengyu Cheng Xiao Liang Yong Dai Nan Du 40 7 0 25 Aug 2023
Unsupervised Dialogue Topic Segmentation in Hyperdimensional Space Seongmin Park Jinkyu Seo Jihwa Lee 12 0 0 21 Aug 2023
AgentBench: Evaluating LLMs as Agents Xiao Liu Hao Yu Hanchen Zhang Yifan Xu Xuanyu Lei ... Yu-Chuan Su Huan Sun Minlie Huang Yuxiao Dong Jie Tang ELM LLMAG 34 261 0 07 Aug 2023
Guidance in Radiology Report Summarization: An Empirical Evaluation and Error Analysis Jan Trienes Paul Youssef Jorg Schlotterer Christin Seifert 16 0 0 24 Jul 2023
Meta-Transformer: A Unified Framework for Multimodal Learning Yiyuan Zhang Kaixiong Gong Kaipeng Zhang Hongsheng Li Yu Qiao Wanli Ouyang Xiangyu Yue 30 137 0 20 Jul 2023
Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models Yuheng Huang Jiayang Song Zhijie Wang Shengming Zhao Huaming Chen Felix Juefei-Xu Lei Ma 28 34 0 16 Jul 2023
Improving Factuality of Abstractive Summarization via Contrastive Reward Learning Ethan Chern Zhiruo Wang Sanjan Das Bhavuk Sharma Pengfei Liu Graham Neubig HILM 8 14 0 10 Jul 2023
Leveraging GPT-4 for Food Effect Summarization to Enhance Product-Specific Guidance Development via Iterative Prompting Yiwen Shi Ping Ren Jing Wang Biao Han Taha ValizadehAslani Felix Agbavor Yi Zhang Meng Hu Liang Zhao Hualou Liang 25 17 0 28 Jun 2023
H $_2$ O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models Zhenyu (Allen) Zhang Ying Sheng Dinesh Manocha Tianlong Chen Lianmin Zheng ... Yuandong Tian Christopher Ré Clark W. Barrett Zhangyang Wang Beidi Chen VLM 52 254 0 24 Jun 2023
Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific Contents Yash Kumar Atri Vikram Goyal Tanmoy Chakraborty 24 9 0 24 Jun 2023
One model to rule them all: ranking Slovene summarizers Aleš Žagar Marko Robnik-Šikonja 23 0 0 20 Jun 2023
Investigating Masking-based Data Generation in Language Models Edward Ma 35 0 0 16 Jun 2023
Privacy- and Utility-Preserving NLP with Anonymized Data: A case study of Pseudonymization Oleksandr Yermilov Vipul Raheja Artem Chernodub 17 9 0 08 Jun 2023
Echoes from Alexandria: A Large Resource for Multilingual Book Summarization Alessandro Sciré Simone Conia Simone Ciciliano Roberto Navigli VLM 10 5 0 07 Jun 2023
MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos Jielin Qiu Jiacheng Zhu William Jongwon Han Aditesh Kumar Karthik Mittal ... Linjie Li Jianfeng Wang Ding Zhao Bo Li Lijuan Wang VGen 16 5 0 07 Jun 2023
Correction of Errors in Preference Ratings from Automated Metrics for Text Generation Jan Deriu Pius von Daniken Don Tuggener Mark Cieliebak 29 2 0 06 Jun 2023
Efficient GPT Model Pre-training using Tensor Train Matrix Representation V. Chekalina Georgii Sergeevich Novikov Julia Gusak Ivan V. Oseledets Alexander Panchenko 14 8 0 05 Jun 2023
LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion Dongfu Jiang Xiang Ren Bill Yuchen Lin ELM 22 268 0 05 Jun 2023
Binary and Ternary Natural Language Generation Zechun Liu Barlas Oğuz Aasish Pappu Yangyang Shi Raghuraman Krishnamoorthi MQ 33 6 0 02 Jun 2023
Rethinking Model Evaluation as Narrowing the Socio-Technical Gap Q. V. Liao Ziang Xiao ALM ELM 47 29 0 01 Jun 2023
Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback Paul Roit Johan Ferret Lior Shani Roee Aharoni Geoffrey Cideron ... Olivier Bachem G. Elidan Avinatan Hassidim Olivier Pietquin Idan Szpektor HILM 28 76 0 31 May 2023
Contrastive Hierarchical Discourse Graph for Scientific Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang AILaw 16 9 0 31 May 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 58 3,354 0 29 May 2023
Abstractive Summarization as Augmentation for Document-Level Event Detection Janko Vidaković Filip Karlo Dosilovic Domagoj Pluscec 11 0 0 29 May 2023
UMSE: Unified Multi-scenario Summarization Evaluation Shen Gao Zhitao Yao Chongyang Tao Xiuying Chen Pengjie Ren Z. Ren Zhumin Chen 30 5 0 26 May 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
Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization Rongxin Zhu Jianzhong Qi Jey Han Lau 39 9 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
Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks Xiao Pu Mingqi Gao Xiaojun Wan ELM 22 3 0 24 May 2023
MuLER: Detailed and Scalable Reference-based Evaluation Taelin Karidi Leshem Choshen Gal Patel Omri Abend 38 0 0 24 May 2023
SummIt: Iterative Text Summarization via ChatGPT Haopeng Zhang Xiao Liu Jiawei Zhang 40 64 0 24 May 2023
Don't Take This Out of Context! On the Need for Contextual Models and Evaluations for Stylistic Rewriting Akhila Yerukola Xuhui Zhou Elizabeth Clark Maarten Sap 28 6 0 24 May 2023
Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence Model Yinghan Long Sayeed Shafayet Chowdhury Kaushik Roy 40 1 0 24 May 2023
Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization Hou Pong Chan Qi Zeng Heng Ji HILM 29 12 0 23 May 2023
Language Model Self-improvement by Reinforcement Learning Contemplation Jing-Cheng Pang Pengyuan Wang Kaiyuan Li Xiong-Hui Chen Jiacheng Xu Zongzhang Zhang Yang Yu LRM KELM 15 43 0 23 May 2023
Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline Control Yunzhe Li Qian Chen Weixiang Yan Wen Wang Qinglin Zhang Hari Sundaram 30 3 0 23 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 35 8 0 23 May 2023
On Learning to Summarize with Large Language Models as References Yixin Liu Kejian Shi Katherine S He Longtian Ye Alexander R. Fabbri Pengfei Liu Dragomir R. Radev Arman Cohan ELM 28 71 0 23 May 2023
Evaluating Factual Consistency of Summaries with Large Language Models Shiqi Chen Siyang Gao Junxian He ELM LRM HILM 35 6 0 23 May 2023
Causal Intervention for Abstractive Related Work Generation Jiachang Liu Qi Zhang Chongyang Shi Usman Naseem Shoujin Wang Ivor Tsang CML 33 6 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 78 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
GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints Joshua Ainslie James Lee-Thorp Michiel de Jong Yury Zemlyanskiy Federico Lebrón Sumit Sanghai 24 581 0 22 May 2023
LMGQS: A Large-scale Dataset for Query-focused Summarization Ruochen Xu Song Wang Yang Liu Shuohang Wang Yichong Xu Dan Iter Chenguang Zhu Michael Zeng RALM HILM 28 6 0 22 May 2023
G3Detector: General GPT-Generated Text Detector Haolan Zhan Xuanli He Qiongkai Xu Yuxiang Wu Pontus Stenetorp DeLMO 29 22 0 22 May 2023
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning Kaige Xie Tong Yu Haoliang Wang Junda Wu Handong Zhao Ruiyi Zhang K. Mahadik A. Nenkova Mark O. Riedl 32 2 0 20 May 2023