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"

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Title
Nonparametric Variational Regularisation of Pretrained Transformers Fabio Fehr James Henderson 43 0 0 01 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
Power Hungry Processing: Watts Driving the Cost of AI Deployment? Sasha Luccioni Yacine Jernite Emma Strubell 44 162 0 28 Nov 2023
DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation Yiqing Xie Sheng Zhang Hao Cheng Pengfei Liu Zelalem Gero Cliff Wong Tristan Naumann Hoifung Poon Carolyn Rose MedIm 21 4 0 16 Nov 2023
Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries Prafulla Kumar Choubey Alexander R. Fabbri Caiming Xiong Chien-Sheng Wu 24 2 0 15 Nov 2023
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects -- A Survey Ashok Urlana Pruthwik Mishra Tathagato Roy Rahul Mishra 37 8 0 15 Nov 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 18 0 0 15 Nov 2023
DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models Peng Tang Pengkai Zhu Tian Li Srikar Appalaraju Vijay Mahadevan R. Manmatha 42 7 0 15 Nov 2023
Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue Junkai Zhou Liang Pang Huawei Shen Xueqi Cheng LRM 22 4 0 13 Nov 2023
Exploring the Factual Consistency in Dialogue Comprehension of Large Language Models Shuaijie She Shujian Huang Xingyun Wang Yanke Zhou Jiajun Chen ELM HILM 22 0 0 13 Nov 2023
Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models Shahriar Golchin Mihai Surdeanu 26 24 0 10 Nov 2023
Model-Based Minimum Bayes Risk Decoding for Text Generation Yuu Jinnai Tetsuro Morimura Ukyo Honda Kaito Ariu Kenshi Abe 20 6 0 09 Nov 2023
OmniVec: Learning robust representations with cross modal sharing Siddharth Srivastava Gaurav Sharma SSL 29 64 0 07 Nov 2023
Boosting Summarization with Normalizing Flows and Aggressive Training Yu Yang Xiaotong Shen AI4CE TPM 21 0 0 01 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 26 2 0 31 Oct 2023
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models Yuxin Jiang Yufei Wang Xingshan Zeng Wanjun Zhong Liangyou Li Fei Mi Lifeng Shang Xin Jiang Qun Liu Wei Wang ALM 15 25 0 31 Oct 2023
Unlearn What You Want to Forget: Efficient Unlearning for LLMs Jiaao Chen Diyi Yang MU 30 136 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 31 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
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation Hwanjun Song Igor Shalyminov Hang Su Siffi Singh Kaisheng Yao Saab Mansour 30 6 0 20 Oct 2023
Assessing Privacy Risks in Language Models: A Case Study on Summarization Tasks Ruixiang Tang Gord Lueck Rodolfo Quispe Huseyin A. Inan Janardhan Kulkarni Xia Hu 29 6 0 20 Oct 2023
Instructive Dialogue Summarization with Query Aggregations Bin Wang Zhengyuan Liu Nancy F. Chen 27 3 0 17 Oct 2023
On Context Utilization in Summarization with Large Language Models Mathieu Ravaut Aixin Sun Nancy F. Chen Chenyu You 36 13 0 16 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 21 6 0 16 Oct 2023
NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models Jongwoo Ko Seungjoon Park Yujin Kim Sumyeong Ahn Du-Seong Chang Euijai Ahn SeYoung Yun 16 4 0 16 Oct 2023
Calibrating Likelihoods towards Consistency in Summarization Models Polina Zablotskaia Misha Khalman Rishabh Joshi Livio Baldini Soares Shoshana Jakobovits Joshua Maynez Shashi Narayan 31 3 0 12 Oct 2023
Towards Better Evaluation of Instruction-Following: A Case-Study in Summarization Ondrej Skopek Rahul Aralikatte Sian Gooding Victor Carbune ELM 44 18 0 12 Oct 2023
Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding Sangmin Bae Jongwoo Ko Hwanjun Song SeYoung Yun 29 54 0 09 Oct 2023
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly Herbert Woisetschläger Alexander Erben Shiqiang Wang R. Mayer Hans-Arno Jacobsen FedML 37 17 0 04 Oct 2023
Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers Xiaoqiang Lin Zhaoxuan Wu Zhongxiang Dai Wenyang Hu Yao Shu See-Kiong Ng Patrick Jaillet Bryan Kian Hsiang Low 32 10 0 02 Oct 2023
ModuLoRA: Finetuning 2-Bit LLMs on Consumer GPUs by Integrating with Modular Quantizers Junjie Yin Jiahao Dong Yingheng Wang Christopher De Sa Volodymyr Kuleshov MQ 28 4 0 28 Sep 2023
Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation Kai Huang Hanyu Yin Heng Huang Wei Gao 33 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 43 3 0 20 Sep 2023
Minuteman: Machine and Human Joining Forces in Meeting Summarization Frantisek Kmjec Ondrej Bojar 16 0 0 11 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 29 63 0 09 Sep 2023
EPA: Easy Prompt Augmentation on Large Language Models via Multiple Sources and Multiple Targets Hongyuan Lu Wai Lam 23 1 0 09 Sep 2023
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding Yushi Bai Xin Lv Jiajie Zhang Hong Lyu Jiankai Tang ... Aohan Zeng Lei Hou Yuxiao Dong Jie Tang Juanzi Li LLMAG RALM 31 499 0 28 Aug 2023
Time Travel in LLMs: Tracing Data Contamination in Large Language Models Shahriar Golchin Mihai Surdeanu 35 92 0 16 Aug 2023
Adapter-based Selective Knowledge Distillation for Federated Multi-domain Meeting Summarization Xiachong Feng Xiaocheng Feng Xiyuan Du MingSung Kan Bing Qin FedML 24 5 0 07 Aug 2023
PromptSum: Parameter-Efficient Controllable Abstractive Summarization Mathieu Ravaut Hailin Chen Ruochen Zhao Chengwei Qin Chenyu You Nancy Chen 32 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 25 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 37 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 39 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 27 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
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 39 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 22 9 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 21 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 16 8 0 08 Jun 2023