Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization

4 October 2020

Jiaao Chen

Diyi Yang

Papers citing "Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization"

50 / 70 papers shown

Title
Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations Rose E. Wang Pawan Wirawarn Kenny Lam Omar Khattab Dorottya Demszky 31 0 0 12 Nov 2024
Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends S. Ramprasad Elisa Ferracane Zachary Chase Lipton HILM 19 11 0 05 Jun 2024
How Did We Get Here? Summarizing Conversation Dynamics Yilun Hua Nicholas Chernogor Yuzhe Gu Seoyeon Julie Jeong Miranda Luo Cristian Danescu-Niculescu-Mizil 30 5 0 29 Apr 2024
gTBLS: Generating Tables from Text by Conditional Question Answering Anirudh S. Sundar Christopher Richardson Larry Heck LMTD 30 6 0 21 Mar 2024
Multi-Level Feedback Generation with Large Language Models for Empowering Novice Peer Counselors Alicja Chaszczewicz Raj Sanjay Shah Ryan Louie B. Arnow Robert E. Kraut Diyi Yang OffRL 21 9 0 21 Mar 2024
Meeting Bridges: Designing Information Artifacts that Bridge from Synchronous Meetings to Asynchronous Collaboration Ruotong Wang Lin Qiu Justin Cranshaw Amy X. Zhang 25 5 0 05 Feb 2024
With a Little Help from my (Linguistic) Friends: Topic Segmentation of Multi-party Casual Conversations Amandine Decker Maxime Amblard 6 0 0 05 Feb 2024
Bias in Opinion Summarisation from Pre-training to Adaptation: A Case Study in Political Bias Nannan Huang Haytham M. Fayek Xiuzhen Zhang 16 1 0 01 Feb 2024
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
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
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
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
Examining Bias in Opinion Summarisation Through the Perspective of Opinion Diversity Nannan Huang Lin Tian Haytham M. Fayek Xiuzhen Zhang 26 8 0 07 Jun 2023
Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization Rongxin Zhu Jianzhong Qi Jey Han Lau 28 9 0 26 May 2023
Don't Take This Out of Context! On the Need for Contextual Models and Evaluations for Stylistic Rewriting Akhila Yerukola Xuhui Zhou Elizabeth Clark Maarten Sap 23 6 0 24 May 2023
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning Kaige Xie Tong Yu Haoliang Wang Junda Wu Handong Zhao Ruiyi Zhang K. Mahadik A. Nenkova Mark O. Riedl 32 2 0 20 May 2023
SuperDialseg: A Large-scale Dataset for Supervised Dialogue Segmentation Junfeng Jiang Chengzhang Dong Sadao Kurohashi Akiko Aizawa 8 6 0 15 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
Unsupervised Dialogue Topic Segmentation with Topic-aware Utterance Representation Haoyu Gao Rui Wang Ting-En Lin Yuchuan Wu Min Yang Fei Huang Yongbin Li 32 10 0 04 May 2023
A Cheaper and Better Diffusion Language Model with Soft-Masked Noise Jiaao Chen Aston Zhang Mu Li Alexander J. Smola Diyi Yang DiffM 26 17 0 10 Apr 2023
CHAMPAGNE: Learning Real-world Conversation from Large-Scale Web Videos Seungju Han Jack Hessel Nouha Dziri Yejin Choi Youngjae Yu VGen 30 16 0 17 Mar 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
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 31 3 0 16 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 R. Joty Chien-Sheng Wu Caiming Xiong Dragomir R. Radev ALM 10 132 0 15 Dec 2022
Long-Document Cross-Lingual Summarization Shaohui Zheng Zhixu Li Jiaan Wang Jianfeng Qu An Liu Lei Zhao Zhigang Chen RALM 25 9 0 01 Dec 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
Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions Yang Zhong Diane Litman 13 5 0 06 Nov 2022
Analyzing and Evaluating Faithfulness in Dialogue Summarization Bin Wang Chen Zhang Yan Zhang Yiming Chen Haizhou Li HILM 41 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
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
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions Haitao Lin Junnan Zhu Lu Xiang Yu Zhou Jiajun Zhang Chengqing Zong 17 28 0 26 May 2022
Unsupervised Learning of Hierarchical Conversation Structure Bo-Ru Lu Yushi Hu Hao Cheng Noah A. Smith Mari Ostendorf 23 3 0 24 May 2022
Post-Training Dialogue Summarization using Pseudo-Paraphrasing Qi Jia Yizhu Liu Haifeng Tang Kenny Q. Zhu 15 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 28 16 0 27 Apr 2022
Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling Yiyang Li Hai Zhao Zhuosheng Zhang 11 11 0 18 Apr 2022
TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization Ze Yang Liran Wang Zhoujin Tian Wei Yu Wu Zhoujun Li 22 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 Yu Wu Yanan Wu 14 20 0 09 Apr 2022
Towards Abstractive Grounded Summarization of Podcast Transcripts Kaiqiang Song Chen Li Xiaoyang Wang Dong Yu Fei Liu 30 9 0 22 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 22 29 0 03 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 30 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 36 125 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
Discourse-Aware Soft Prompting for Text Generation Marjan Ghazvininejad Vladimir Karpukhin Vera Gor Asli Celikyilmaz 23 6 0 10 Dec 2021
TODSum: Task-Oriented Dialogue Summarization with State Tracking Lulu Zhao Fujia Zheng Keqing He Weihao Zeng Yuejie Lei Huixing Jiang Wei Yu Wu Weiran Xu Jun Guo Fanyu Meng 34 23 0 25 Oct 2021
Controllable Neural Dialogue Summarization with Personal Named Entity Planning Zhengyuan Liu Nancy F. Chen 16 62 0 27 Sep 2021
Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen A. Luu Truc Lu Tho Quan 27 34 0 22 Sep 2021
A Bag of Tricks for Dialogue Summarization Muhammad Khalifa Miguel Ballesteros Kathleen McKeown 19 27 0 16 Sep 2021