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
LoRA Learns Less and Forgets Less D. Biderman Jose Javier Gonzalez Ortiz Jacob P. Portes Mansheej Paul Philip Greengard ... Sam Havens Vitaliy Chiley Jonathan Frankle Cody Blakeney John P. Cunningham CLL 35 110 0 15 May 2024
Feature-based Federated Transfer Learning: Communication Efficiency, Robustness and Privacy Feng Wang M. C. Gursoy Senem Velipasalar 43 0 0 15 May 2024
Russian-Language Multimodal Dataset for Automatic Summarization of Scientific Papers Alena Tsanda E. Bruches 34 0 0 13 May 2024
Evaluating Dialect Robustness of Language Models via Conversation Understanding Dipankar Srirag Aditya Joshi 37 1 0 09 May 2024
Quantifying the Capabilities of LLMs across Scale and Precision Sher Badshah Hassan Sajjad 40 11 0 06 May 2024
To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models George-Octavian Barbulescu Peter Triantafillou MU 36 16 0 06 May 2024
Large Language Models are Inconsistent and Biased Evaluators Rickard Stureborg Dimitris Alikaniotis Yoshi Suhara ALM 39 50 0 02 May 2024
Better & Faster Large Language Models via Multi-token Prediction Fabian Gloeckle Badr Youbi Idrissi Baptiste Rozière David Lopez-Paz Gabriele Synnaeve 26 92 0 30 Apr 2024
In-Context Learning with Long-Context Models: An In-Depth Exploration Amanda Bertsch Maor Ivgi Uri Alon Jonathan Berant Matthew R. Gormley Matthew R. Gormley Graham Neubig ReLM AIMat 91 64 0 30 Apr 2024
CORM: Cache Optimization with Recent Message for Large Language Model Inference Jincheng Dai Zhuowei Huang Haiyun Jiang Chen Chen Deng Cai Wei Bi Shuming Shi 30 3 0 24 Apr 2024
ColA: Collaborative Adaptation with Gradient Learning Enmao Diao Qi Le Suya Wu Xinran Wang Ali Anwar Jie Ding Vahid Tarokh 35 1 0 22 Apr 2024
Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning Ahmed Elshabrawy Yongix Huang Iryna Gurevych Alham Fikri Aji 40 0 0 19 Apr 2024
Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models Siyan Zhao Daniel Israel Guy Van den Broeck Aditya Grover KELM VLM 26 5 0 15 Apr 2024
Exploring and Improving Drafts in Blockwise Parallel Decoding Taehyeon Kim A. Suresh Kishore Papineni Michael Riley Sanjiv Kumar Adrian Benton AI4TS 47 2 0 14 Apr 2024
Decomposing Label Space, Format and Discrimination: Rethinking How LLMs Respond and Solve Tasks via In-Context Learning Quanyu Long Yin Wu Wenya Wang Sinno Jialin Pan 94 1 0 11 Apr 2024
Privacy Preserving Prompt Engineering: A Survey Kennedy Edemacu Xintao Wu 47 18 0 09 Apr 2024
Fine-tuning Large Language Models for Automated Diagnostic Screening Summaries Manjeet Yadav N. K. Sahu Mudita Chaturvedi Snehil Gupta Haroon R. Lone LM&MA AI4MH 36 3 0 29 Mar 2024
ReflectSumm: A Benchmark for Course Reflection Summarization Yang Zhong Mohamed S. Elaraby Diane Litman A. Butt Muhsin Menekse 26 1 0 27 Mar 2024
Evolving Knowledge Distillation with Large Language Models and Active Learning Chengyuan Liu Yangyang Kang Fubang Zhao Kun Kuang Zhuoren Jiang Changlong Sun Fei Wu 16 5 0 11 Mar 2024
Chain of Thought Explanation for Dialogue State Tracking Lin Xu Ningxin Peng Daquan Zhou See-Kiong Ng Jinlan Fu LRM 27 1 0 07 Mar 2024
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection Jianfeng He Hang Su Jason (Jinglun) Cai Igor Shalyminov Hwanjun Song Saab Mansour 29 4 0 06 Mar 2024
A Modular Approach for Multimodal Summarization of TV Shows Louis Mahon Mirella Lapata 26 9 0 06 Mar 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 68 80 0 05 Mar 2024
Birbal: An efficient 7B instruct-model fine-tuned with curated datasets Ashvini Jindal P. Rajpoot Ankur P. Parikh 35 6 0 04 Mar 2024
Derivative-Free Optimization for Low-Rank Adaptation in Large Language Models Feihu Jin Yin Liu Ying Tan 35 3 0 04 Mar 2024
Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment Jiong Wang Jiazhao Li Yiquan Li Xiangyu Qi Junjie Hu Yixuan Li P. McDaniel Muhao Chen Bo Li Chaowei Xiao AAML SILM 40 17 0 22 Feb 2024
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization Liyan Tang Igor Shalyminov Amy Wing-mei Wong Jon Burnsky Jake W. Vincent ... Hang Su Lijia Sun Yi Zhang Saab Mansour Kathleen McKeown HILM 18 44 0 20 Feb 2024
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries Seanie Lee Jianpeng Cheng Joris Driesen Alexandru Coca Anders Johannsen RALM 40 1 0 20 Feb 2024
Identifying Factual Inconsistencies in Summaries: Grounding Model Inference via Task Taxonomy Liyan Xu Zhenlin Su Mo Yu Jin Xu Jinho D. Choi Jie Zhou Fei Liu HILM 40 2 0 20 Feb 2024
Are LLM-based Evaluators Confusing NLG Quality Criteria? Xinyu Hu Mingqi Gao Sen Hu Yang Zhang Yicheng Chen Teng Xu Xiaojun Wan AAML ELM 34 22 0 19 Feb 2024
Analysis of Multidomain Abstractive Summarization Using Salience Allocation Tohida Rehman Raghubir Bose Soumik Dey S. Chattopadhyay 27 1 0 19 Feb 2024
Instruction Backdoor Attacks Against Customized LLMs Rui Zhang Hongwei Li Rui Wen Wenbo Jiang Yuan Zhang Michael Backes Yun Shen Yang Zhang AAML SILM 30 21 0 14 Feb 2024
SumRec: A Framework for Recommendation using Open-Domain Dialogue Ryutaro Asahara Masaki Takahashi Chiho Iwahashi Michimasa Inaba RALM 19 0 0 07 Feb 2024
The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry Michael Zhang Kush S. Bhatia Hermann Kumbong Christopher Ré 29 47 0 06 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 21 156 0 06 Feb 2024
DistiLLM: Towards Streamlined Distillation for Large Language Models Jongwoo Ko Sungnyun Kim Tianyi Chen SeYoung Yun 68 25 0 06 Feb 2024
A Hybrid Strategy for Chat Transcript Summarization Pratik K. Biswas 12 0 0 02 Feb 2024
SPECTRUM: Speaker-Enhanced Pre-Training for Long Dialogue Summarization Sangwoo Cho Kaiqiang Song Chao Zhao Xiaoyang Wang Dong Yu 24 0 0 31 Jan 2024
Towards Optimizing the Costs of LLM Usage Shivanshu Shekhar Tanishq Dubey Koyel Mukherjee Apoorv Saxena Atharv Tyagi Nishanth Kotla 11 15 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 22 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 29 11 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 39 9 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 28 35 0 09 Jan 2024
Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding Yuu Jinnai Kaito Ariu 29 8 0 05 Jan 2024
Action-Item-Driven Summarization of Long Meeting Transcripts Logan Golia Jugal Kalita 22 1 0 29 Dec 2023
OmniDialog: An Omnipotent Pre-training Model for Task-Oriented Dialogue System Mingtao Yang See-Kiong Ng Jinlan Fu 26 1 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 33 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 21 1 0 15 Dec 2023
FREDSum: A Dialogue Summarization Corpus for French Political Debates Virgile Rennard Guokan Shang Damien Grari Julie Hunter Michalis Vazirgiannis 28 3 0 08 Dec 2023
Nonparametric Variational Regularisation of Pretrained Transformers Fabio Fehr James Henderson 37 0 0 01 Dec 2023