DialogSum: A Real-Life Scenario Dialogue Summarization Dataset

14 May 2021

Yulong Chen

Yang Liu

Liang Chen

Yue Zhang

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Papers citing "DialogSum: A Real-Life Scenario Dialogue Summarization Dataset"

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Title
Aligner: Efficient Alignment by Learning to Correct Jiaming Ji Boyuan Chen Hantao Lou Donghai Hong Borong Zhang Xuehai Pan Juntao Dai Tianyi Qiu Yaodong Yang 29 28 0 04 Feb 2024
SPECTRUM: Speaker-Enhanced Pre-Training for Long Dialogue Summarization Sangwoo Cho Kaiqiang Song Chao Zhao Xiaoyang Wang Dong Yu 24 0 0 31 Jan 2024
Knowledge-Centric Templatic Views of Documents Isabel Cachola Silviu Cucerzan Allen Herring Vuksan Mijovic Erik Oveson S. Jauhar 17 1 0 13 Jan 2024
OmniDialog: An Omnipotent Pre-training Model for Task-Oriented Dialogue System Mingtao Yang See-Kiong Ng Jinlan Fu 26 1 0 28 Dec 2023
Zero-shot Conversational Summarization Evaluations with small Large Language Models R. Manuvinakurike Saurav Sahay Sangeeta Manepalli L. Nachman ELM LM&MA 22 0 0 29 Nov 2023
CESAR: Automatic Induction of Compositional Instructions for Multi-turn Dialogs Taha İbrahim Aksu Devamanyu Hazarika Shikib Mehri Seokhwan Kim Dilek Z. Hakkani-Tür Yang Liu Mahdi Namazifar 28 2 0 29 Nov 2023
Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying Adithya Renduchintala Tugrul Konuk Oleksii Kuchaiev MoMe 21 41 0 16 Nov 2023
OmniVec: Learning robust representations with cross modal sharing Siddharth Srivastava Gaurav Sharma SSL 24 64 0 07 Nov 2023
QualEval: Qualitative Evaluation for Model Improvement Vishvak Murahari A. Deshpande Peter Clark Tanmay Rajpurohit Ashish Sabharwal Karthik Narasimhan A. Kalyan 24 4 0 06 Nov 2023
Multi-User MultiWOZ: Task-Oriented Dialogues among Multiple Users Yohan Jo Xinyan Zhao Arijit Biswas Nikoletta Basiou Vincent Auvray Nikolaos Malandrakis A. Metallinou Alexandros Potamianos 24 2 0 31 Oct 2023
Building Real-World Meeting Summarization Systems using Large Language Models: A Practical Perspective Md Tahmid Rahman Laskar Xue-Yong Fu Cheng-Hsiung Chen TN ShashiBhushan 26 33 0 30 Oct 2023
Can GPT models Follow Human Summarization Guidelines? A Study for Targeted Communication Goals Yongxin Zhou F. Ringeval Franccois Portet ELM ALM 21 0 0 25 Oct 2023
CRoW: Benchmarking Commonsense Reasoning in Real-World Tasks Mete Ismayilzada Debjit Paul Syrielle Montariol Mor Geva Antoine Bosselut LRM 20 5 0 23 Oct 2023
Instructive Dialogue Summarization with Query Aggregations Bin Wang Zhengyuan Liu Nancy F. Chen 19 3 0 17 Oct 2023
Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization Weixiao Zhou Gengyao Li Xianfu Cheng Xinnian Liang Junnan Zhu Feifei Zhai Zhoujun Li 16 5 0 16 Oct 2023
Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation Kai Huang Hanyu Yin Heng Huang Wei Gao 30 11 0 22 Sep 2023
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt Yucheng Cai Wentao Ma Yuchuan Wu Shuzheng Si Yuan Shao Zhijian Ou Yongbin Li 35 3 0 20 Sep 2023
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning Bin Wang Zhengyuan Liu Xin Huang Fangkai Jiao Yang Ding A. Aw Nancy F. Chen LRM 24 63 0 09 Sep 2023
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation Junru Lu Siyu An Mingbao Lin Gabriele Pergola Yulan He Di Yin Xing Sun Yunsheng Wu 47 31 0 16 Aug 2023
Summaries, Highlights, and Action items: Design, implementation and evaluation of an LLM-powered meeting recap system Sumit Asthana Sagi Hilleli Pengcheng He Aaron L Halfaker 35 11 0 28 Jul 2023
PSentScore: Evaluating Sentiment Polarity in Dialogue Summarization Yongxin Zhou F. Ringeval Franccois Portet 27 1 0 23 Jul 2023
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI Jianguo Zhang Kun Qian Zhiwei Liu Shelby Heinecke Rui Meng Ye Liu Zhou Yu Huan Wang Silvio Savarese Caiming Xiong 31 22 0 19 Jul 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems Shivani Kumar S. Bhatia Milan Aggarwal Tanmoy Chakraborty 24 1 0 14 Jul 2023
Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation Yulong Chen Huajian Zhang Yijie Zhou Xuefeng Bai Yueguan Wang ... Jianhao Yan Yafu Li Judy Li Xianchao Zhu Yue Zhang 37 6 0 08 Jul 2023
Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation Framework Mingqi Gao Xiaojun Wan Jia Su Zhefeng Wang Baoxing Huai HILM 11 7 0 08 Jun 2023
Deliberate then Generate: Enhanced Prompting Framework for Text Generation Bei Li Rui Wang Junliang Guo Kaitao Song Xuejiao Tan Hany Hassan Arul Menezes Tong Xiao Jiang Bian JingBo Zhu 16 14 0 31 May 2023
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets Md Tahmid Rahman Laskar M Saiful Bari Mizanur Rahman Md Amran Hossen Bhuiyan Shafiq R. Joty J. Huang LM&MA ELM ALM 41 179 0 29 May 2023
MeetingBank: A Benchmark Dataset for Meeting Summarization Yebowen Hu Timothy Jeewun Ganter Hanieh Deilamsalehy Franck Dernoncourt H. Foroosh Fei Liu AI4TS 18 45 0 27 May 2023
Frugal Prompting for Dialog Models Bishal Santra Sakya Basak Abhinandan De Manish Gupta Pawan Goyal 28 2 0 24 May 2023
Scientific Opinion Summarization: Paper Meta-review Generation Dataset, Methods, and Evaluation Qi Zeng Mankeerat Sidhu Ansel Blume Hou Pong Chan Lu Wang Heng Ji 24 9 0 24 May 2023
Reducing Sensitivity on Speaker Names for Text Generation from Dialogues Qi Jia Haifeng Tang Kenny Q. Zhu 16 2 0 23 May 2023
MAGE: Machine-generated Text Detection in the Wild Yafu Li Qintong Li Leyang Cui Wei Bi Zhilin Wang Longyue Wang Linyi Yang Shuming Shi Yue Zhang DeLMO 39 42 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 20 6 0 22 May 2023
PORTRAIT: a hybrid aPproach tO cReate extractive ground-TRuth summAry for dIsaster evenT Piyush Garg Roshni Chakraborty Sourav Kumar Dandapat 22 3 0 19 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
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation Gibbeum Lee Volker Hartmann Jongho Park Dimitris Papailiopoulos Kangwook Lee 21 62 0 08 May 2023
Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts Hao Lang Yinhe Zheng Binyuan Hui Fei Huang Yongbin Li 19 4 0 05 May 2023
Commonsense Reasoning for Conversational AI: A Survey of the State of the Art Christopher Richardson Larry Heck LRM 22 8 0 15 Feb 2023
Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality Xinnian Liang Shuangzhi Wu Chenhao Cui Jiaqi Bai Chao Bian Zhoujun Li 25 13 0 29 Jan 2023
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization Kung-Hsiang Huang Siffi Singh Xiaofei Ma Wei Xiao Wei Xiao Nicholas Dingwall William Yang Wang Kathleen McKeown HILM 35 13 0 25 Jan 2023
STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension Borui Wang Chengcheng Feng Arjun Nair Madelyn Mao Jai Desai Asli Celikyilmaz Haoran Li Yashar Mehdad Dragomir R. Radev 19 1 0 24 Dec 2022
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization Yu Li Baolin Peng Pengcheng He Michel Galley Zhou Yu Jianfeng Gao 21 7 0 20 Dec 2022
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization Yulong Chen Yang Liu Ruochen Xu Ziyi Yang Chenguang Zhu Michael Zeng Yue Zhang 24 17 0 17 Nov 2022
ED-FAITH: Evaluating Dialogue Summarization on Faithfulness Sicong Huang Asli Celikyilmaz Haoran Li HILM 28 4 0 15 Nov 2022
Towards Understanding Omission in Dialogue Summarization Yicheng Zou Kaitao Song Xu Tan Zhongkai Fu Qi Zhang Dongsheng Li Tao Gui 19 2 0 14 Nov 2022
Cross-domain Generalization for AMR Parsing Xuefeng Bai Sen Yang Leyang Cui Linfeng Song Yue Zhang 40 2 0 22 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 26 6 0 18 Oct 2022
Leveraging Non-dialogue Summaries for Dialogue Summarization Seongmin Park Dongchan Shin Jihwa Lee 13 4 0 17 Oct 2022
A Focused Study on Sequence Length for Dialogue Summarization Bin Wang Chen Zhang Chengwei Wei Haizhou Li 8 8 0 24 Sep 2022
Semantic-based Pre-training for Dialogue Understanding Xuefeng Bai Linfeng Song Yue Zhang 32 7 0 19 Sep 2022