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SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization

27 November 2019

Papers citing "SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization"

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Title
CLTS+: A New Chinese Long Text Summarization Dataset with Abstractive Summaries Xiaojun Liu Yanan Cao Chuang Zhang Xiaojun Chen Jinpeng Li 72 9 0 09 Jun 2022
Domain-specific Language Pre-training for Dialogue Comprehension on Clinical Inquiry-Answering Conversations Zhengyuan Liu Pavitra Krishnaswamy Nancy F. Chen LM&MA 41 1 0 06 Jun 2022
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions Haitao Lin Junnan Zhu Lu Xiang Yu Zhou Jiajun Zhang Chengqing Zong 81 29 0 26 May 2022
Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion Seongmin Park Jihwa Lee 55 5 0 26 May 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 73 14 0 25 May 2022
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning Prakhar Gupta Cathy Jiao Yi-Ting Yeh Shikib Mehri M. Eskénazi Jeffrey P. Bigham ALM 119 48 0 25 May 2022
DFM: Dialogue Foundation Model for Universal Large-Scale Dialogue-Oriented Task Learning Zhi Chen Jijia Bao Lu Chen Yuncong Liu Da Ma ... Xinhsuai Dong Fujiang Ge Qingliang Miao Jian-Guang Lou Kai Yu ALM AI4CE 88 3 0 25 May 2022
Workflow Discovery from Dialogues in the Low Data Regime Amine El Hattami Stefania Raimondo I. Laradji David Vazquez Pau Rodríguez López C. Pal 86 11 0 24 May 2022
Evaluation of Transfer Learning for Polish with a Text-to-Text Model Aleksandra Chrabrowa Lukasz Dragan Karol Grzegorczyk D. Kajtoch Mikołaj Koszowski Robert Mroczkowski Piotr Rybak 81 18 0 18 May 2022
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training Xinyu Pi Wanjun Zhong Yan Gao Nan Duan Jian-Guang Lou NAI GAN LRM AI4CE 87 16 0 18 May 2022
ALIGNMEET: A Comprehensive Tool for Meeting Annotation, Alignment, and Evaluation Peter Polák Muskaan Singh A. Nedoluzhko Ondrej Bojar 78 9 0 11 May 2022
UL2: Unifying Language Learning Paradigms Yi Tay Mostafa Dehghani Vinh Q. Tran Xavier Garcia Jason W. Wei ... Tal Schuster H. Zheng Denny Zhou N. Houlsby Donald Metzler AI4CE 141 313 0 10 May 2022
The Cross-lingual Conversation Summarization Challenge Yulong Chen Ming Zhong Xuefeng Bai Naihao Deng Jing Li Xianchao Zhu Yue Zhang 70 9 0 01 May 2022
Post-Training Dialogue Summarization using Pseudo-Paraphrasing Qi Jia Yizhu Liu Haifeng Tang Kenny Q. Zhu 47 7 0 28 Apr 2022
An End-to-End Dialogue Summarization System for Sales Calls Abedelkadir Asi Song Wang Roy Eisenstadt Dean Geckt Yarin Kuper Yi Mao Royi Ronen 95 16 0 27 Apr 2022
SmartSales: Sales Script Extraction and Analysis from Sales Chatlog Hua Liang Tianyu Liu Peiyi Wang Meng-Liang Rao Yunbo Cao 59 2 0 19 Apr 2022
Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling Yiyang Li Hai Zhao Zhuosheng Zhang 57 11 0 18 Apr 2022
UniDU: Towards A Unified Generative Dialogue Understanding Framework Zhi Chen Lu Chen B. Chen Libo Qin Yuncong Liu Su Zhu Jian-Guang Lou Kai Yu 98 13 0 10 Apr 2022
TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization Ze Yang Liran Wang Zhoujin Tian Wei Wu Zhoujun Li 100 4 0 09 Apr 2022
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization Lulu Zhao Fujia Zheng Weihao Zeng Keqing He Weiran Xu Huixing Jiang Wei Wu Yanan Wu 63 20 0 09 Apr 2022
Knowledge Infused Decoding Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 85 14 0 06 Apr 2022
Heuristic-based Inter-training to Improve Few-shot Multi-perspective Dialog Summarization Benjamin Sznajder Chulaka Gunasekara Guy Lev Sachindra Joshi Eyal Shnarch Noam Slonim 66 1 0 29 Mar 2022
A Survey on Cross-Lingual Summarization Jiaan Wang Fandong Meng Duo Zheng Yunlong Liang Zhixu Li Jianfeng Qu Jie Zhou AILaw 87 62 0 23 Mar 2022
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension Chao Zhao Wenlin Yao Dian Yu Kaiqiang Song Dong Yu Jianshu Chen 57 6 0 19 Mar 2022
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models Ning Ding Yujia Qin Guang Yang Fu Wei Zonghan Yang ... Jianfei Chen Yang Liu Jie Tang Juan Li Maosong Sun 108 205 0 14 Mar 2022
Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking Jamin Shin Hangyeol Yu Hyeongdon Moon Andrea Madotto Juneyoung Park 84 29 0 03 Mar 2022
VScript: Controllable Script Generation with Visual Presentation Ziwei Ji Yan Xu I-Tsun Cheng Samuel Cahyawijaya Rita Frieske Etsuko Ishii Mini Zeng Andrea Madotto Pascale Fung 105 3 0 01 Mar 2022
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text Sebastian Gehrmann Elizabeth Clark Thibault Sellam ELM AI4CE 157 193 0 14 Feb 2022
ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization Jiaan Wang Fandong Meng Ziyao Lu Duo Zheng Zhixu Li Jianfeng Qu Jie Zhou ELM 126 35 0 11 Feb 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 296 2,479 0 08 Feb 2022
Instance-aware Prompt Learning for Language Understanding and Generation Feihu Jin Jinliang Lu Jiajun Zhang Chengqing Zong 57 33 0 18 Jan 2022
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning Xiangru Tang Arjun Nair Borui Wang Bingyao Wang Jai Desai Aaron Wade Haoran Li Asli Celikyilmaz Yashar Mehdad Dragomir R. Radev HILM 59 63 0 16 Dec 2021
Discourse-Aware Soft Prompting for Text Generation Marjan Ghazvininejad Vladimir Karpukhin Vera Gor Asli Celikyilmaz 67 6 0 10 Dec 2021
Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 106 84 0 09 Dec 2021
Team Hitachi @ AutoMin 2021: Reference-free Automatic Minuting Pipeline with Argument Structure Construction over Topic-based Summarization Atsuki Yamaguchi Gaku Morio Hiroaki Ozaki Ken-ichi Yokote Kenji Nagamatsu 36 13 0 06 Dec 2021
TWEETSUMM -- A Dialog Summarization Dataset for Customer Service Guy Feigenblat R. Chulaka Gunasekara Benjamin Sznajder Sachindra Joshi D. Konopnicki R. Aharonov VLM 40 42 0 23 Nov 2021
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning V. Aribandi Yi Tay Tal Schuster J. Rao H. Zheng ... Jianmo Ni Jai Gupta Kai Hui Sebastian Ruder Donald Metzler MoE 125 216 0 22 Nov 2021
On Transferability of Prompt Tuning for Natural Language Processing Yusheng Su Xiaozhi Wang Yujia Qin Chi-Min Chan Yankai Lin ... Peng Li Juanzi Li Lei Hou Maosong Sun Jie Zhou AAML VLM 83 106 0 12 Nov 2021
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue Leonard Adolphs Kurt Shuster Jack Urbanek Arthur Szlam Jason Weston KELM LRM 252 41 0 09 Nov 2021
TODSum: Task-Oriented Dialogue Summarization with State Tracking Lulu Zhao Fujia Zheng Keqing He Weihao Zeng Yuejie Lei Huixing Jiang Wei Wu Weiran Xu Jun Guo Fanyu Meng 80 23 0 25 Oct 2021
Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents Yusen Zhang Ansong Ni Ziming Mao Chen Henry Wu Chenguang Zhu Budhaditya Deb Ahmed Hassan Awadallah Dragomir R. Radev Rui Zhang RALM 102 91 0 16 Oct 2021
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Cer VLM LRM 223 290 0 15 Oct 2021
Exploring Universal Intrinsic Task Subspace via Prompt Tuning Yujia Qin Xiaozhi Wang Yusheng Su Yankai Lin Ning Ding ... Juanzi Li Lei Hou Peng Li Maosong Sun Jie Zhou VLM VPVLM 190 29 0 15 Oct 2021
Controllable Neural Dialogue Summarization with Personal Named Entity Planning Zhengyuan Liu Nancy F. Chen 72 63 0 27 Sep 2021
A Bag of Tricks for Dialogue Summarization Muhammad Khalifa Miguel Ballesteros Kathleen McKeown 133 28 0 16 Sep 2021
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization Junpeng Liu Yanyan Zou Hainan Zhang Hongshen Chen Zhuoye Ding Caixia Yuan Xiaojie Wang 65 66 0 10 Sep 2021
Does Pretraining for Summarization Require Knowledge Transfer? Kundan Krishna Jeffrey P. Bigham Zachary Chase Lipton 73 39 0 10 Sep 2021
An Exploratory Study on Long Dialogue Summarization: What Works and What's Next Yusen Zhang Ansong Ni Tao Yu Rui Zhang Chenguang Zhu Budhaditya Deb Asli Celikyilmaz Ahmed Hassan Awadallah Dragomir R. Radev RALM 142 58 0 10 Sep 2021
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining Yicheng Zou Bolin Zhu Xingwu Hu Tao Gui Qi Zhang 141 32 0 09 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 326 3,806 0 03 Sep 2021