A Survey on Dialogue Summarization: Recent Advances and New Frontiers

7 July 2021

Papers citing "A Survey on Dialogue Summarization: Recent Advances and New Frontiers"

50 / 53 papers shown

Title
Layer-Specific Scaling of Positional Encodings for Superior Long-Context Modeling Zhenghua Wang Yiran Ding Changze Lv Zhibo Xu Tianlong Li Tianyuan Shi Xiaoqing Zheng Xuanjing Huang 43 0 0 06 Mar 2025
Extra Global Attention Designation Using Keyword Detection in Sparse Transformer Architectures Evan Lucas Dylan Kangas Timothy C Havens 19 0 0 11 Oct 2024
Towards LifeSpan Cognitive Systems Yu Wang Chi Han Tongtong Wu Xiaoxin He Wangchunshu Zhou ... Zexue He Wei Wang Gholamreza Haffari Heng Ji Julian McAuley KELM CLL 115 1 0 20 Sep 2024
Unsupervised Extractive Dialogue Summarization in Hyperdimensional Space Seongmin Park Kyungho Kim Jaejin Seo Jihwa Lee 20 0 0 16 May 2024
What's under the hood: Investigating Automatic Metrics on Meeting Summarization Frederic Kirstein Jan Philip Wahle Terry Ruas Bela Gipp 24 6 0 17 Apr 2024
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection Jianfeng He Hang Su Jason (Jinglun) Cai Igor Shalyminov Hwanjun Song Saab Mansour 24 4 0 06 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 68 79 0 05 Mar 2024
Instant Answering in E-Commerce Buyer-Seller Messaging using Message-to-Question Reformulation B. Fetahu Tejas Mehta Qun Song Nikhita Vedula Oleg Rokhlenko S. Malmasi 36 1 0 18 Jan 2024
Action-Item-Driven Summarization of Long Meeting Transcripts Logan Golia Jugal Kalita 18 1 0 29 Dec 2023
Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information Zhengyuan Liu Nancy F. Chen 21 1 0 15 Dec 2023
Evaluating Robustness of Dialogue Summarization Models in the Presence of Naturally Occurring Variations Ankita Gupta Chulaka Gunasekara H. Wan Jatin Ganhotra Sachindra Joshi Marina Danilevsky 11 0 0 15 Nov 2023
DialogBench: Evaluating LLMs as Human-like Dialogue Systems Jiao Ou Junda Lu Che Liu Yihong Tang Fuzheng Zhang Di Zhang Kun Gai ALM LM&MA 30 14 0 03 Nov 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 13 5 0 16 Oct 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 33 3 0 13 Oct 2023
Hi Model, generating ñice' instead of 'good' is not as bad as generating 'rice'! Towards Context and Semantic Infused Dialogue Generation Loss Function and Evaluation Metric Abhisek Tiwari Muhammed Sinan Kaushik Roy A. Sheth S. Saha P. Bhattacharyya 20 1 0 11 Sep 2023
Adapter-based Selective Knowledge Distillation for Federated Multi-domain Meeting Summarization Xiachong Feng Xiaocheng Feng Xiyuan Du MingSung Kan Bing Qin FedML 19 5 0 07 Aug 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems Shivani Kumar S. Bhatia Milan Aggarwal Tanmoy Chakraborty 19 1 0 14 Jul 2023
Agreement Tracking for Multi-Issue Negotiation Dialogues Amogh Mannekote Bonnie J. Dorr K. Boyer 36 0 0 13 Jul 2023
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records Viktor Schlegel Hao Li Yuping Wu Anand Subramanian Thanh-Tung Nguyen ... Daniel Beck Xiaojun Zeng R. Batista-Navarro Stefan Winkler Goran Nenadic LM&MA MedIm 19 9 0 05 Jul 2023
Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience Q. V. Liao Hariharan Subramonyam Jennifer Wang Jennifer Wortman Vaughan HAI 16 58 0 21 Feb 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
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues Chuyuan Li Patrick Huber Wen Xiao M. Amblard Chloé Braud Giuseppe Carenini 26 8 0 12 Feb 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 16 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 19 7 0 20 Dec 2022
Human-in-the-loop Abstractive Dialogue Summarization Jiaao Chen Mohan Dodda Diyi Yang 20 10 0 19 Dec 2022
Meeting Summarization: A Survey of the State of the Art L. P. Kumar Arman Kabiri 23 3 0 16 Dec 2022
A Survey on Medical Document Summarization Raghav Jain Anubhav Jangra S. Saha Adam Jatowt 3DGS MedIm 30 19 0 03 Dec 2022
Towards Understanding Omission in Dialogue Summarization Yicheng Zou Kaitao Song Xu Tan Zhongkai Fu Qi Zhang Dongsheng Li Tao Gui 16 2 0 14 Nov 2022
Analyzing and Evaluating Faithfulness in Dialogue Summarization Bin Wang Chen Zhang Yan Zhang Yiming Chen Haizhou Li HILM 38 14 0 21 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 24 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
Abstractive Meeting Summarization: A Survey Virgile Rennard Guokan Shang Julie Hunter Michalis Vazirgiannis 32 15 0 08 Aug 2022
GOAL: Towards Benchmarking Few-Shot Sports Game Summarization Jiaan Wang Tingyi Zhang Haoxiang Shi 16 2 0 18 Jul 2022
Effectiveness of French Language Models on Abstractive Dialogue Summarization Task Yongxin Zhou Franccois Portet F. Ringeval 14 8 0 17 Jul 2022
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions Haitao Lin Junnan Zhu Lu Xiang Yu Zhou Jiajun Zhang Chengqing Zong 15 28 0 26 May 2022
The Cross-lingual Conversation Summarization Challenge Yulong Chen Ming Zhong Xuefeng Bai Naihao Deng Jing Li Xianchao Zhu Yue Zhang 12 9 0 01 May 2022
Post-Training Dialogue Summarization using Pseudo-Paraphrasing Qi Jia Yizhu Liu Haifeng Tang Kenny Q. Zhu 15 7 0 28 Apr 2022
TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization Ze Yang Liran Wang Zhoujin Tian Wei Yu Wu Zhoujun Li 19 4 0 09 Apr 2022
A Survey on Cross-Lingual Summarization Jiaan Wang Fandong Meng Duo Zheng Yunlong Liang Zhixu Li Jianfeng Qu Jie Zhou AILaw 26 59 0 23 Mar 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 19 35 0 11 Feb 2022
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 31 124 0 14 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 17 62 0 16 Dec 2021
Dialogue Inspectional Summarization with Factual Inconsistency Awareness Leilei Gan Yating Zhang Kun Kuang Lin Yuan Shuo Li Changlong Sun Xiaozhong Liu Fei Wu HILM 17 4 0 05 Nov 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 65 56 0 10 Sep 2021
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization Ming Zhong Yang Liu Yichong Xu Chenguang Zhu Michael Zeng VLM AI4CE 29 123 0 06 Sep 2021
Coreference-Aware Dialogue Summarization Zhengyuan Liu Ke Shi Nancy F. Chen 11 59 0 16 Jun 2021
The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey Yi-Chong Huang Xiachong Feng Xiaocheng Feng Bing Qin HILM 128 104 0 30 Apr 2021
A Sliding-Window Approach to Automatic Creation of Meeting Minutes Jia Jin Koay A. Roustai Xiaojin Dai Fei Liu 33 27 0 26 Apr 2021
GO FIGURE: A Meta Evaluation of Factuality in Summarization Saadia Gabriel Asli Celikyilmaz Rahul Jha Yejin Choi Jianfeng Gao HILM 233 96 0 24 Oct 2020