Multi-Reward Reinforced Summarization with Saliency and Entailment

17 April 2018

Papers citing "Multi-Reward Reinforced Summarization with Saliency and Entailment"

38 / 38 papers shown

Title
Generating Attractive and Authentic Copywriting from Customer Reviews Yu-Xiang Lin Wei-Yun Ma 42 2 0 22 Apr 2024
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
Tailoring Language Generation Models under Total Variation Distance Haozhe Ji Pei Ke Zhipeng Hu Rongsheng Zhang Minlie Huang 28 18 0 26 Feb 2023
Reward Gaming in Conditional Text Generation Richard Yuanzhe Pang Vishakh Padmakumar Thibault Sellam Ankur P. Parikh He He 35 24 0 16 Nov 2022
Towards Language-driven Scientific AI José Manuél Gómez-Pérez 34 0 0 27 Oct 2022
Universal Evasion Attacks on Summarization Scoring Wenchuan Mu Kwan Hui Lim AAML 38 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 22 19 0 25 Oct 2022
Parallel Hierarchical Transformer with Attention Alignment for Abstractive Multi-Document Summarization Ye Ma Lu Zong 26 0 0 16 Aug 2022
Quark: Controllable Text Generation with Reinforced Unlearning Ximing Lu Sean Welleck Jack Hessel Liwei Jiang Lianhui Qin Peter West Prithviraj Ammanabrolu Yejin Choi MU 66 206 0 26 May 2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation Shashi Narayan Gonccalo Simoes Yao-Min Zhao Joshua Maynez Dipanjan Das Michael Collins Mirella Lapata 29 30 0 28 Mar 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 58 2,243 0 08 Feb 2022
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization Alexander R. Fabbri Xiaojian Wu Srini Iyer Haoran Li Mona T. Diab 21 14 0 11 Nov 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards S. Yadav D. Gupta Asma Ben Abacha Dina Demner-Fushman OffRL 14 34 0 01 Jul 2021
Automatic Document Sketching: Generating Drafts from Analogous Texts Zeqiu Wu Michel Galley Chris Brockett Yizhe Zhang Bill Dolan 52 5 0 14 Jun 2021
Focus Attention: Promoting Faithfulness and Diversity in Summarization Rahul Aralikatte Shashi Narayan Joshua Maynez S. Rothe Ryan T. McDonald 35 45 0 25 May 2021
The Summary Loop: Learning to Write Abstractive Summaries Without Examples Philippe Laban Andrew Hsi Bloomberg John F. Canny Marti A. Hearst 19 56 0 11 May 2021
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization Griffin Adams Emily Alsentzer Mert Ketenci Jason Zucker Noémie Elhadad 50 47 0 12 Apr 2021
SILT: Efficient transformer training for inter-lingual inference Javier Huertas-Tato Alejandro Martín David Camacho 27 11 0 17 Mar 2021
DORB: Dynamically Optimizing Multiple Rewards with Bandits Ramakanth Pasunuru Han Guo Joey Tianyi Zhou OffRL 32 6 0 15 Nov 2020
SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 38 689 0 24 Jul 2020
A Transformer-based Audio Captioning Model with Keyword Estimation Yuma Koizumi Ryo Masumura Kyosuke Nishida Masahiro Yasuda Shoichiro Saito 13 54 0 01 Jul 2020
A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards Zi-Yi Dou Sachin Kumar Yulia Tsvetkov 22 10 0 27 Jun 2020
A Generative Approach to Titling and Clustering Wikipedia Sections Anjalie Field S. Rothe Simon Baumgartner Cong Yu Abe Ittycheriah 18 4 0 22 May 2020
Improving Truthfulness of Headline Generation Kazuki Matsumaru Sho Takase Naoaki Okazaki HILM 6 49 0 02 May 2020
Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization Dongyub Lee M. Shin Taesun Whang Seung Woo Cho Byeongil Ko Daniel Lee EungGyun Kim Jaechoon Jo 38 12 0 29 Apr 2020
A Better Variant of Self-Critical Sequence Training Ruotian Luo BDL 30 37 0 22 Mar 2020
Generating Representative Headlines for News Stories Xiaotao Gu Yuning Mao Jiawei Han Jialu Liu Hongkun Yu You Wu Cong Yu Daniel Finnie Jiaqi Zhai Nicholas Zukoski 27 70 0 26 Jan 2020
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 18 727 0 28 Oct 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering Shiyue Zhang Joey Tianyi Zhou 24 140 0 13 Sep 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models Thomas Scialom Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 22 149 0 04 Sep 2019
Neural Text Summarization: A Critical Evaluation Wojciech Kry'sciñski N. Keskar Bryan McCann Caiming Xiong R. Socher 11 361 0 23 Aug 2019
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 29 18 0 19 Jul 2019
Jointly Extracting and Compressing Documents with Summary State Representations Afonso Mendes Shashi Narayan Sebastião Miranda Zita Marinho André F. T. Martins Shay B. Cohen 36 52 0 03 Apr 2019
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 12 181 0 02 Nov 2018
APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning Yang Gao Christian M. Meyer Iryna Gurevych 13 34 0 29 Aug 2018
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 18 135 0 28 May 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 213 1,367 0 06 Jun 2016