MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization

11 March 2021

Yang Liu

Papers citing "MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization"

45 / 45 papers shown

Title
$$\texttt{DIAMONDs}$: A Dataset for $\mathbb{D}$ynamic $\mathbb{I}$nformation $\mathbb{A}$nd $\mathbb{M}$ental modeling $\mathbb{O}$f $\mathbb{N}$umeric $\mathbb{D}$iscussions$ $\texttt{DIAMONDs}$ : A Dataset for $\mathbb{D}$ ynamic $\mathbb{I}$ nformation $\mathbb{A}$ nd $\mathbb{M}$ ental modeling $\mathbb{O}$ f $\mathbb{N}$ umeric $\mathbb{D}$ iscussions Sayontan Ghosh Mahnaz Koupaee Yash Kumar Lal Pegah Alipoormolabashi Mohammad Saqib Hasan Jun Seok Kang Niranjan Balasubramanian 22 0 0 19 May 2025
What are they talking about? Benchmarking Large Language Models for Knowledge-Grounded Discussion Summarization Weixiao Zhou Junnan Zhu Gengyao Li Xianfu Cheng Xinnian Liang Feifei Zhai Zhiyu Li ALM 28 0 0 18 May 2025
Key, Value, Compress: A Systematic Exploration of KV Cache Compression Techniques Neusha Javidnia B. Rouhani F. Koushanfar 308 0 0 14 Mar 2025
KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus Xiaoming Shi Zeming Liu Chenkai Zhang Yiming Lei Haitao Leng ... Qingjie Liu Wanxiang Che Shaoguo Liu Size Li Yanjie Wang 69 1 0 10 Mar 2025
Is a Peeled Apple Still Red? Evaluating LLMs' Ability for Conceptual Combination with Property Type Seokwon Song Taehyun Lee Jaewoo Ahn Jae Hyuk Sung Gunhee Kim CoGe 118 0 0 10 Feb 2025
Learning to Summarize from LLM-generated Feedback Hwanjun Song Taewon Yun Yuho Lee Jihwan Oh Gihun Lee Jason (Jinglun) Cai Hang Su 81 7 0 28 Jan 2025
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 57 0 0 07 Nov 2024
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge Han Wang Archiki Prasad Elias Stengel-Eskin Joey Tianyi Zhou 87 7 0 11 Sep 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 83 83 0 05 Mar 2024
Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention Kaiqiang Song Xiaoyang Wang Sangwoo Cho Xiaoman Pan Dong Yu 47 7 0 14 Dec 2023
Chainpoll: A high efficacy method for LLM hallucination detection Robert Friel Atindriyo Sanyal LRM HILM 39 26 0 22 Oct 2023
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis Izzeddin Gur Hiroki Furuta Austin Huang Mustafa Safdari Yutaka Matsuo Douglas Eck Aleksandra Faust LM&Ro LLMAG 59 206 0 24 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 46 22 0 19 Jul 2023
VCSUM: A Versatile Chinese Meeting Summarization Dataset Han Wu Mingjie Zhan Haochen Tan Zhaohui Hou Ding Liang Linqi Song 43 15 0 09 May 2023
Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens Zhanpeng Zeng Cole Hawkins Min-Fong Hong Aston Zhang Nikolaos Pappas Vikas Singh Shuai Zheng 37 6 0 07 May 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 43 1 0 24 Dec 2022
ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models Jonas Belouadi Steffen Eger 57 25 0 20 Dec 2022
Efficient Long Sequence Modeling via State Space Augmented Transformer Simiao Zuo Xiaodong Liu Jian Jiao Denis Xavier Charles Eren Manavoglu Tuo Zhao Jianfeng Gao 140 36 0 15 Dec 2022
Understanding Translationese in Cross-Lingual Summarization Jiaan Wang Fandong Meng Yunlong Liang Tingyi Zhang Jiarong Xu Zhixu Li Jie Zhou 46 15 0 14 Dec 2022
Document-Level Abstractive Summarization Gonçalo Raposo Afonso Raposo Ana Sofia Carmo 32 1 0 06 Dec 2022
Multi-scale Hybridized Topic Modeling: A Pipeline for Analyzing Unstructured Text Datasets via Topic Modeling Keyi Cheng Stefan Inzer Adrian Leung Xiaoxian Shen Michael Perlmutter Michael R. Lindstrom Joyce A. Chew Todd Presner Deanna Needell 36 1 0 24 Nov 2022
He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues Amanda Bertsch Graham Neubig Matthew R. Gormley 48 5 0 27 Oct 2022
Analyzing and Evaluating Faithfulness in Dialogue Summarization Bin Wang Chen Zhang Yan Zhang Yiming Chen Haizhou Li HILM 51 15 0 21 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 34 7 0 18 Oct 2022
Adapting Pretrained Text-to-Text Models for Long Text Sequences Wenhan Xiong Anchit Gupta Shubham Toshniwal Yashar Mehdad Wen-tau Yih RALM VLM 62 30 0 21 Sep 2022
Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization Seungone Kim Se June Joo Hyungjoo Chae Chaehyeong Kim Seung-won Hwang Jinyoung Yeo 31 20 0 02 Sep 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 89 123 0 03 Jul 2022
MVP: Multi-task Supervised Pre-training for Natural Language Generation Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen 65 24 0 24 Jun 2022
Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion Seongmin Park Jihwa Lee 36 5 0 26 May 2022
ALIGNMEET: A Comprehensive Tool for Meeting Annotation, Alignment, and Evaluation Peter Polák Muskaan Singh A. Nedoluzhko Ondrej Bojar 33 9 0 11 May 2022
The Cross-lingual Conversation Summarization Challenge Yulong Chen Ming Zhong Xuefeng Bai Naihao Deng Jing Li Xianchao Zhu Yue Zhang 35 9 0 01 May 2022
Towards Abstractive Grounded Summarization of Podcast Transcripts Kaiqiang Song Chen Li Xiaoyang Wang Dong Yu Fei Liu 53 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 53 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 65 35 0 11 Feb 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 30 62 0 16 Dec 2021
LongT5: Efficient Text-To-Text Transformer for Long Sequences Mandy Guo Joshua Ainslie David C. Uthus Santiago Ontanon Jianmo Ni Yun-hsuan Sung Yinfei Yang VLM 31 309 0 15 Dec 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 47 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 48 88 0 16 Oct 2021
StreamHover: Livestream Transcript Summarization and Annotation Sangwoo Cho Franck Dernoncourt Timothy Jeewun Ganter Trung Bui Nedim Lipka Walter Chang Hailin Jin Jonathan Brandt H. Foroosh Fei Liu 3DGS AI4TS 47 29 0 11 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 75 57 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 56 126 0 06 Sep 2021
CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization Haitao Lin Liqun Ma Junnan Zhu Lu Xiang Yu Zhou Jiajun Zhang Chengqing Zong 75 46 0 30 Aug 2021
A Survey on Dialogue Summarization: Recent Advances and New Frontiers Xiachong Feng Xiaocheng Feng Bing Qin 51 100 0 07 Jul 2021
SummScreen: A Dataset for Abstractive Screenplay Summarization Mingda Chen Zewei Chu Sam Wiseman Kevin Gimpel 45 95 0 14 Apr 2021
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 25 127 0 10 Nov 2020