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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
SPECTRUM: Speaker-Enhanced Pre-Training for Long Dialogue Summarization Sangwoo Cho Kaiqiang Song Chao Zhao Xiaoyang Wang Dong Yu 79 0 0 31 Jan 2024
Towards Optimizing the Costs of LLM Usage Shivanshu Shekhar Tanishq Dubey Koyel Mukherjee Apoorv Saxena Atharv Tyagi Nishanth Kotla 71 22 0 29 Jan 2024
Baichuan2-Sum: Instruction Finetune Baichuan2-7B Model for Dialogue Summarization Jianfei Xiao Yancan Chen Yimin Ou Hanyi Yu Kai Shu Yiyong Xiao ALM 63 11 0 27 Jan 2024
SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models Weixiang Zhao Shilong Wang Yulin Hu Yanyan Zhao Bing Qin Xuanyu Zhang Qing Yang Dongliang Xu Wanxiang Che KELM CLL 106 16 0 16 Jan 2024
Leveraging Large Language Models for NLG Evaluation: Advances and Challenges Zhen Li Xiaohan Xu Tao Shen Can Xu Jia-Chen Gu Yuxuan Lai Chongyang Tao Shuai Ma LM&MA ELM 134 15 0 13 Jan 2024
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue Jia-Chen Gu Haoyang Xu Jun-Yu Ma Pan Lu Zhen-Hua Ling Kai-Wei Chang Nanyun Peng KELM 118 55 0 09 Jan 2024
Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding Yuu Jinnai Kaito Ariu 99 10 0 05 Jan 2024
Action-Item-Driven Summarization of Long Meeting Transcripts Logan Golia Jugal Kalita 61 1 0 29 Dec 2023
OmniDialog: An Omnipotent Pre-training Model for Task-Oriented Dialogue System Mingtao Yang See-Kiong Ng Jinlan Fu 83 2 0 28 Dec 2023
Don't Believe Everything You Read: Enhancing Summarization Interpretability through Automatic Identification of Hallucinations in Large Language Models Priyesh Vakharia Devavrat Joshi Meenal Chavan Dhananjay Sonawane Bhrigu Garg Parsa Mazaheri HILM 83 1 0 22 Dec 2023
Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information Zhengyuan Liu Nancy F. Chen 82 1 0 15 Dec 2023
FREDSum: A Dialogue Summarization Corpus for French Political Debates Virgile Rennard Guokan Shang Damien Grari Julie Hunter Michalis Vazirgiannis 75 3 0 08 Dec 2023
Nonparametric Variational Regularisation of Pretrained Transformers Fabio Fehr James Henderson 85 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 82 0 0 29 Nov 2023
Power Hungry Processing: Watts Driving the Cost of AI Deployment? Sasha Luccioni Yacine Jernite Emma Strubell 95 196 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 73 5 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 82 2 0 15 Nov 2023
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects -- A Survey Ashok Urlana Pruthwik Mishra Tathagato Roy Rahul Mishra 76 11 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 69 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 70 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 65 6 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 50 0 0 13 Nov 2023
Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models Shahriar Golchin Mihai Surdeanu 77 26 0 10 Nov 2023
Model-Based Minimum Bayes Risk Decoding for Text Generation Yuu Jinnai Tetsuro Morimura Ukyo Honda Kaito Ariu Kenshi Abe 97 8 0 09 Nov 2023
OmniVec: Learning robust representations with cross modal sharing Siddharth Srivastava Gaurav Sharma SSL 95 67 0 07 Nov 2023
Boosting Summarization with Normalizing Flows and Aggressive Training Yu Yang Xiaotong Shen AI4CE TPM 78 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 68 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 114 32 0 31 Oct 2023
Unlearn What You Want to Forget: Efficient Unlearning for LLMs Jiaao Chen Diyi Yang MU 97 162 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 87 37 0 30 Oct 2023
Can GPT models Follow Human Summarization Guidelines? A Study for Targeted Communication Goals Yongxin Zhou Fabien Ringeval Franccois Portet ELM ALM 65 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 72 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 Helen Zhou 81 8 0 20 Oct 2023
Instructive Dialogue Summarization with Query Aggregations Bin Wang Zhengyuan Liu Nancy F. Chen 87 3 0 17 Oct 2023
On Context Utilization in Summarization with Large Language Models Mathieu Ravaut Aixin Sun Nancy F. Chen Shafiq Joty 91 14 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 51 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 105 6 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 47 4 0 12 Oct 2023
Towards Better Evaluation of Instruction-Following: A Case-Study in Summarization Ondrej Skopek Rahul Aralikatte Sian Gooding Victor Carbune ELM 99 19 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 88 61 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 91 20 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 99 11 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 68 5 0 28 Sep 2023
Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation Kai Huang Hanyu Yin Heng Huang Wei Gao 95 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 116 3 0 20 Sep 2023
Minuteman: Machine and Human Joining Forces in Meeting Summarization Frantisek Kmjec Ondrej Bojar 53 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 Ai Ti Aw Nancy F. Chen LRM 93 75 0 09 Sep 2023
EPA: Easy Prompt Augmentation on Large Language Models via Multiple Sources and Multiple Targets Hongyuan Lu Wai Lam 67 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 119 604 0 28 Aug 2023
Time Travel in LLMs: Tracing Data Contamination in Large Language Models Shahriar Golchin Mihai Surdeanu 179 108 0 16 Aug 2023