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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 / 692 papers shown

Title
Large Language Models are Diverse Role-Players for Summarization Evaluation Ning Wu Ming Gong Linjun Shou Shining Liang Daxin Jiang 133 69 0 27 Mar 2023
Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function A.B. Siddique M. H. Maqbool Kshitija Taywade H. Foroosh 66 12 0 24 Mar 2023
disco: a toolkit for Distributional Control of Generative Models Germán Kruszewski Jos Rozen Marc Dymetman 59 4 0 08 Mar 2023
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation Yixin Liu Alexander R. Fabbri Yilun Zhao Pengfei Liu Shafiq Joty Chien-Sheng Wu Caiming Xiong Dragomir R. Radev 53 28 0 07 Mar 2023
An Analysis of Abstractive Text Summarization Using Pre-trained Models Tohida Rehman S. Das Debarshi Kumar Sanyal S. Chattopadhyay 114 11 0 25 Feb 2023
Named Entity Recognition Based Automatic Generation of Research Highlights Tohida Rehman Debarshi Kumar Sanyal Prasenjit Majumder S. Chattopadhyay 83 9 0 25 Feb 2023
Aligning Language Models with Preferences through f-divergence Minimization Dongyoung Go Tomasz Korbak Germán Kruszewski Jos Rozen Nahyeon Ryu Marc Dymetman 104 76 0 16 Feb 2023
Exploiting Summarization Data to Help Text Simplification Renliang Sun Zhixian Yang Xiaojun Wan 89 8 0 14 Feb 2023
Generation of Highlights from Research Papers Using Pointer-Generator Networks and SciBERT Embeddings Tohida Rehman Debarshi Kumar Sanyal S. Chattopadhyay Plaban Kumar Bhowmick P. Das 77 11 0 14 Feb 2023
Long Text and Multi-Table Summarization: Dataset and Method Shuaiqi Liu Jiannong Cao Ruosong Yang Zhiyuan Wen RALM 92 21 0 08 Feb 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 340 4 0 02 Jan 2023
GAE-ISumm: Unsupervised Graph-Based Summarization of Indian Languages Lakshmi Sireesha Vakada Anudeep Ch Mounika Marreddy Subba Reddy Oota R. Mamidi 66 1 0 25 Dec 2022
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 59 3 0 21 Dec 2022
PairReranker: Pairwise Reranking for Natural Language Generation Dongfu Jiang Bill Yuchen Lin Xiang Ren 59 3 0 20 Dec 2022
LR-Sum: Summarization for Less-Resourced Languages Chester Palen-Michel Constantine Lignos 58 4 0 19 Dec 2022
OASum: Large-Scale Open Domain Aspect-based Summarization Xianjun Yang Kaiqiang Song Sangwoo Cho Xiaoyang Wang Xiaoman Pan Linda R. Petzold Dong Yu RALM 61 24 0 19 Dec 2022
RISE: Leveraging Retrieval Techniques for Summarization Evaluation David C. Uthus Jianmo Ni RALM 58 1 0 17 Dec 2022
Meeting Summarization: A Survey of the State of the Art L. P. Kumar Arman Kabiri 104 3 0 16 Dec 2022
Efficient Long Sequence Modeling via State Space Augmented Transformer Simiao Zuo Xiaodong Liu Jian Jiao Denis Xavier Charles Eren Manavoglu Tuo Zhao Jianfeng Gao 175 37 0 15 Dec 2022
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation Yixin Liu Alexander R. Fabbri Pengfei Liu Yilun Zhao Linyong Nan ... Simeng Han Shafiq Joty Chien-Sheng Wu Caiming Xiong Dragomir R. Radev ALM 86 134 0 15 Dec 2022
RWEN-TTS: Relation-aware Word Encoding Network for Natural Text-to-Speech Synthesis Shinhyeok Oh HyeongRae Noh Yoonseok Hong Insoo Oh 68 0 0 15 Dec 2022
Understanding Translationese in Cross-Lingual Summarization Jiaan Wang Fandong Meng Yunlong Liang Tingyi Zhang Jiarong Xu Zhixu Li Jie Zhou 72 16 0 14 Dec 2022
Paraphrase Identification with Deep Learning: A Review of Datasets and Methods Chao Zhou Cheng Qiu Daniel Ernesto Acuna 127 26 0 13 Dec 2022
Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? David Mueller Nicholas Andrews Mark Dredze 99 7 0 13 Dec 2022
Searching for Effective Multilingual Fine-Tuning Methods: A Case Study in Summarization Yiwei Qin Graham Neubig Pengfei Liu 67 3 0 12 Dec 2022
Momentum Calibration for Text Generation Xingxing Zhang Yiran Liu Xun Wang Pengcheng He Yang Yu Si-Qing Chen Wayne Xiong Furu Wei 144 9 0 08 Dec 2022
Document-Level Abstractive Summarization Gonçalo Raposo Afonso Raposo Ana Sofia Carmo 43 2 0 06 Dec 2022
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization Chao Zhao Faeze Brahman Kaiqiang Song Wenlin Yao Dian Yu Snigdha Chaturvedi HILM 85 8 0 02 Dec 2022
ED-FAITH: Evaluating Dialogue Summarization on Faithfulness Sicong Huang Asli Celikyilmaz Haoran Li HILM 54 4 0 15 Nov 2022
Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky 72 46 0 14 Nov 2022
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 158 137 0 11 Nov 2022
Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions Yang Zhong Diane Litman 87 6 0 06 Nov 2022
Latent Prompt Tuning for Text Summarization Yubo Zhang Xingxing Zhang Xun Wang Si-Qing Chen Furu Wei VLM 86 12 0 03 Nov 2022
DiffusER: Discrete Diffusion via Edit-based Reconstruction Machel Reid Vincent J. Hellendoorn Graham Neubig DiffM 123 42 0 30 Oct 2022
How Far are We from Robust Long Abstractive Summarization? Huan Yee Koh Jiaxin Ju He Zhang Ming Liu Shirui Pan HILM 109 40 0 30 Oct 2022
He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues Amanda Bertsch Graham Neubig Matthew R. Gormley 75 5 0 27 Oct 2022
Universal Evasion Attacks on Summarization Scoring Wenchuan Mu Kwan Hui Lim AAML 72 1 0 25 Oct 2022
Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation Melanie Sclar Peter West Sachin Kumar Yulia Tsvetkov Yejin Choi 56 20 0 25 Oct 2022
Evaluating Parameter Efficient Learning for Generation Peng Xu M. Patwary Shrimai Prabhumoye Virginia Adams R. Prenger Ming-Yu Liu Nayeon Lee Mohammad Shoeybi Bryan Catanzaro MoE 67 3 0 25 Oct 2022
EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain Dennis Aumiller Ashish Chouhan Michael Gertz ELM AILaw 95 39 0 24 Oct 2022
On the Limitations of Reference-Free Evaluations of Generated Text Daniel Deutsch Rotem Dror Dan Roth 122 48 0 22 Oct 2022
ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts Rajdeep Mukherjee Abhinav Bohra Akash Banerjee Soumya Sharma Manjunath Hegde ... Shivani Shrivastava Koustuv Dasgupta Niloy Ganguly Saptarshi Ghosh Pawan Goyal RALM 114 49 0 22 Oct 2022
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation Wenhao Wu Wei Li Jiachen Liu Xinyan Xiao Sujian Li Yajuan Lyu 109 4 0 22 Oct 2022
Salience Allocation as Guidance for Abstractive Summarization Fei Wang Kaiqiang Song Hongming Zhang Lifeng Jin Sangwoo Cho Wenlin Yao Xiaoyang Wang Muhao Chen Dong Yu 87 34 0 22 Oct 2022
A Dataset for Plain Language Adaptation of Biomedical Abstracts Kush Attal Brian D. Ondov Dina Demner-Fushman 77 26 0 21 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 80 8 0 18 Oct 2022
Shortcomings of Question Answering Based Factuality Frameworks for Error Localization Ryo Kamoi Tanya Goyal Greg Durrett HILM 92 14 0 13 Oct 2022
HEGEL: Hypergraph Transformer for Long Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang 79 45 0 09 Oct 2022
Artificial Intelligence and Natural Language Processing and Understanding in Space: A Methodological Framework and Four ESA Case Studies José Manuél Gómez-Pérez Andrés García-Silva R. Leone M. Albani Moritz Fontaine C. Poncet L. Summerer A. Donati Ilaria Roma Stefano Scaglioni 56 1 0 07 Oct 2022
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Chen An Ming Zhong Zhiyong Wu Qinen Zhu Xuanjing Huang Xipeng Qiu 66 23 0 29 Sep 2022