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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"

50 / 383 papers shown

Title
Adapter-based Selective Knowledge Distillation for Federated Multi-domain Meeting Summarization Xiachong Feng Xiaocheng Feng Xiyuan Du MingSung Kan Bing Qin FedML 77 5 0 07 Aug 2023
PromptSum: Parameter-Efficient Controllable Abstractive Summarization Mathieu Ravaut Hailin Chen Ruochen Zhao Chengwei Qin Shafiq Joty Nancy Chen 52 2 0 06 Aug 2023
Leveraging Few-Shot Data Augmentation and Waterfall Prompting for Response Generation Lea Krause Selene Báez Santamaría Michiel van der Meer Urja Khurana 69 3 0 02 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 153 13 0 28 Jul 2023
PSentScore: Evaluating Sentiment Polarity in Dialogue Summarization Yongxin Zhou Fabien Ringeval Franccois Portet 89 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 115 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 99 1 0 14 Jul 2023
Agreement Tracking for Multi-Issue Negotiation Dialogues Amogh Mannekote Bonnie J. Dorr K. Boyer 82 0 0 13 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 60 7 0 08 Jul 2023
Text Alignment Is An Efficient Unified Model for Massive NLP Tasks Yuheng Zha Yichi Yang Ruichen Li Zhiting Hu ALM 67 11 0 06 Jul 2023
Semi-Offline Reinforcement Learning for Optimized Text Generation Changyu Chen Xiting Wang Yiqiao Jin Victor Ye Dong Li Dong Jie Cao Yi Liu Rui Yan OffRL 81 15 0 16 Jun 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 63 9 0 08 Jun 2023
Exploring the Impact of Model Scaling on Parameter-Efficient Tuning Yusheng Su Chi-Min Chan Jiali Cheng Yujia Qin Yankai Lin ... Ning Ding Xingzhi Sun Guotong Xie Zhiyuan Liu Maosong Sun 104 6 0 04 Jun 2023
ACI-BENCH: a Novel Ambient Clinical Intelligence Dataset for Benchmarking Automatic Visit Note Generation Wen-wai Yim Yujuan Fu Asma Ben Abacha Neal Snider Thomas Lin Meliha Yetisgen 89 89 0 03 Jun 2023
Rethinking Model Evaluation as Narrowing the Socio-Technical Gap Q. V. Liao Ziang Xiao ALM ELM 144 32 0 01 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 88 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 Joty J. Huang LM&MA ELM ALM 125 193 0 29 May 2023
Generating EDU Extracts for Plan-Guided Summary Re-Ranking Griffin Adams Alexander R. Fabbri Faisal Ladhak Kathleen McKeown Noémie Elhadad 84 11 0 28 May 2023
MeetingBank: A Benchmark Dataset for Meeting Summarization Yebowen Hu Timothy Jeewun Ganter Hanieh Deilamsalehy Franck Dernoncourt H. Foroosh Fei Liu AI4TS 82 50 0 27 May 2023
Learning to Imagine: Visually-Augmented Natural Language Generation Tianyi Tang Yushuo Chen Yifan Du Junyi Li Wayne Xin Zhao Ji-Rong Wen DiffM 81 9 0 26 May 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization Pranav Ajit Nair Sukomal Pal Pradeepika Verm MoMe 83 2 0 26 May 2023
AlignScore: Evaluating Factual Consistency with a Unified Alignment Function Yuheng Zha Yichi Yang Ruichen Li Zhiting Hu HILM 118 208 0 26 May 2023
Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization Rongxin Zhu Jianzhong Qi Jey Han Lau 89 11 0 26 May 2023
Frugal Prompting for Dialog Models Bishal Santra Sakya Basak Abhinandan De Manish Gupta Pawan Goyal 34 2 0 24 May 2023
COMET-M: Reasoning about Multiple Events in Complex Sentences Sahithya Ravi R. Ng Vered Shwartz LRM ReLM 72 3 0 24 May 2023
LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond Philippe Laban Wojciech Kry'sciñski Divyansh Agarwal Alexander R. Fabbri Caiming Xiong Shafiq Joty Chien-Sheng Wu ALM HILM 85 35 0 23 May 2023
USB: A Unified Summarization Benchmark Across Tasks and Domains Kundan Krishna Prakhar Gupta S. Ramprasad Byron C. Wallace Jeffrey P. Bigham Zachary Chase Lipton HILM 91 8 0 23 May 2023
Multilingual Large Language Models Are Not (Yet) Code-Switchers Ruochen Zhang Samuel Cahyawijaya Jan Christian Blaise Cruz Genta Indra Winata Alham Fikri Aji LRM 90 60 0 23 May 2023
Reducing Sensitivity on Speaker Names for Text Generation from Dialogues Qi Jia Haifeng Tang Kenny Q. Zhu 56 2 0 23 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 59 7 0 22 May 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT Yichong Xu Ruochen Xu Dan Iter Yang Liu Shuohang Wang Chenguang Zhu Michael Zeng 50 10 0 22 May 2023
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond Haw-Shiuan Chang Zonghai Yao Alolika Gon Hong-ye Yu Andrew McCallum 101 11 0 20 May 2023
PORTRAIT: a hybrid aPproach tO cReate extractive ground-TRuth summAry for dIsaster evenT Piyush Garg Roshni Chakraborty Sourav Kumar Dandapat 82 3 0 19 May 2023
Pre-Training to Learn in Context Yuxian Gu Li Dong Furu Wei Minlie Huang CLIP LRM ReLM 167 38 0 16 May 2023
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization Xinbei Ma Yeyun Gong Pengcheng He Hai Zhao Nan Duan 63 2 0 11 May 2023
VCSUM: A Versatile Chinese Meeting Summarization Dataset Han Wu Mingjie Zhan Haochen Tan Zhaohui Hou Ding Liang Linqi Song 76 15 0 09 May 2023
The Current State of Summarization Fabian Retkowski 78 6 0 08 May 2023
A Blockchain-based Platform for Reliable Inference and Training of Large-Scale Models Sanghyeon Park Junmo Lee Soo-Mook Moon 126 1 0 06 May 2023
Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization C. Cheang Hou Pong Chan Derek F. Wong Xuebo Liu Zhao Li Yanming Sun Shudong Liu Lidia S. Chao 228 7 0 03 May 2023
Privacy-Preserving In-Context Learning for Large Language Models Tong Wu Ashwinee Panda Jiachen T. Wang Prateek Mittal 114 32 0 02 May 2023
Empirical Analysis of the Strengths and Weaknesses of PEFT Techniques for LLMs George Pu Anirudh Jain Jihan Yin Russell Kaplan 75 43 0 28 Apr 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization Yi-Syuan Chen Yun-Zhu Song Hong-Han Shuai 64 6 0 24 Mar 2023
CroCoSum: A Benchmark Dataset for Cross-Lingual Code-Switched Summarization Ruochen Zhang Carsten Eickhoff 114 6 0 07 Mar 2023
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation Yixin Liu Alexander R. Fabbri Yilun Zhao Pengfei Liu Shafiq Joty Chien-Sheng Wu Caiming Xiong Dragomir R. Radev 53 28 0 07 Mar 2023
An Analysis of Abstractive Text Summarization Using Pre-trained Models Tohida Rehman S. Das Debarshi Kumar Sanyal S. Chattopadhyay 114 11 0 25 Feb 2023
MUTANT: A Multi-sentential Code-mixed Hinglish Dataset Rahul Gupta Vivek Srivastava M. Singh 57 1 0 23 Feb 2023
Generic Dependency Modeling for Multi-Party Conversation Weizhou Shen Xiaojun Quan Ke Yang 62 4 0 21 Feb 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? Chengwei Qin Q. Li Ruochen Zhao Shafiq Joty VLM LRM 91 15 0 16 Feb 2023
Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization Xianjun Yang Yan Li Xinlu Zhang Haifeng Chen Wei Cheng AI4MH 107 186 0 16 Feb 2023
Commonsense Reasoning for Conversational AI: A Survey of the State of the Art Christopher Richardson Larry Heck LRM 66 8 0 15 Feb 2023