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SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019

27 November 2019

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Papers citing "SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization"

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Title
Feature-based Federated Transfer Learning: Communication Efficiency, Robustness and PrivacyIEEE Transactions on Machine Learning in Communications and Networking (IEEE TMLCN), 2024 Feng Wang M. C. Gursoy Senem Velipasalar 199 3 0 15 May 2024
Russian-Language Multimodal Dataset for Automatic Summarization of Scientific Papers Alena Tsanda E. Bruches 108 2 0 13 May 2024
Evaluating Dialect Robustness of Language Models via Conversation Understanding Dipankar Srirag Aditya Joshi 236 6 0 09 May 2024
Quantifying the Capabilities of LLMs across Scale and Precision Sher Badshah Hassan Sajjad 247 20 0 06 May 2024
To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language ModelsInternational Conference on Machine Learning (ICML), 2024 George-Octavian Barbulescu Peter Triantafillou MU 281 31 0 06 May 2024
Large Language Models are Inconsistent and Biased Evaluators Rickard Stureborg Dimitris Alikaniotis Yoshi Suhara ALM 327 97 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 261 201 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 530 111 0 30 Apr 2024
Make Your LLM Fully Utilize the Context Shengnan An Zexiong Ma Zeqi Lin Nanning Zheng Jian-Guang Lou SyDa 370 121 0 25 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 229 5 0 24 Apr 2024
ColA: Collaborative Adaptation with Gradient Learning Enmao Diao Qi Le Suya Wu Xinran Wang Ali Anwar Jie Ding Vahid Tarokh 170 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 154 1 0 19 Apr 2024
Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models Siyan Zhao Daniel Israel Karen Ullrich Aditya Grover KELM VLM 154 9 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 241 4 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 257 7 0 11 Apr 2024
Privacy Preserving Prompt Engineering: A Survey Kennedy Edemacu Xintao Wu 317 33 0 09 Apr 2024
Digital Forgetting in Large Language Models: A Survey of Unlearning MethodsArtificial Intelligence Review (Artif Intell Rev), 2024 Alberto Blanco-Justicia N. Jebreel Benet Manzanares-Salor David Sánchez Josep Domingo-Ferrer Guillem Collell Kuan Eeik Tan KELM MU 272 37 0 02 Apr 2024
Leveraging language models for summarizing mental state examinations: A comprehensive evaluation and dataset release Manjeet Yadav N. K. Sahu Mudita Chaturvedi Snehil Gupta Haroon R. Lone LM&MA AI4MH 316 4 0 29 Mar 2024
ReflectSumm: A Benchmark for Course Reflection Summarization Yang Zhong Mohamed S. Elaraby Diane Litman A. Butt Muhsin Menekse 154 3 0 27 Mar 2024
Evolving Knowledge Distillation with Large Language Models and Active LearningInternational Conference on Language Resources and Evaluation (LREC), 2024 Chengyuan Liu Yangyang Kang Fubang Zhao Kun Kuang Zhuoren Jiang Changlong Sun Leilei Gan 127 12 0 11 Mar 2024
Chain of Thought Explanation for Dialogue State Tracking Lin Xu Ningxin Peng Daquan Zhou See-Kiong Ng Jinlan Fu LRM 181 2 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 162 7 0 06 Mar 2024
A Modular Approach for Multimodal Summarization of TV Shows Louis Mahon Mirella Lapata 413 11 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 551 163 0 05 Mar 2024
Birbal: An efficient 7B instruct-model fine-tuned with curated datasets Ashvini Jindal P. Rajpoot Ankur P. Parikh 136 6 0 04 Mar 2024
Derivative-Free Optimization for Low-Rank Adaptation in Large Language Models Feihu Jin Yin Liu Ying Tan 132 11 0 04 Mar 2024
Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment Zhenghao Hu Jiazhao Li Yiquan Li Xiangyu Qi Junjie Hu Yixuan Li P. McDaniel Muhao Chen Bo Li Chaowei Xiao AAML SILM 311 28 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 165 71 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 285 6 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 258 5 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 322 36 0 19 Feb 2024
Analysis of Multidomain Abstractive Summarization Using Salience Allocation Tohida Rehman Raghubir Bose Soumik Dey S. Chattopadhyay 203 3 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 272 56 0 14 Feb 2024
SumRec: A Framework for Recommendation using Open-Domain Dialogue Ryutaro Asahara Masaki Takahashi Chiho Iwahashi Michimasa Inaba RALM 96 1 0 07 Feb 2024
The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry Michael Zhang Kush S. Bhatia Hermann Kumbong Christopher Ré 193 81 0 06 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2024 Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 381 247 0 06 Feb 2024
DistiLLM: Towards Streamlined Distillation for Large Language ModelsInternational Conference on Machine Learning (ICML), 2024 Jongwoo Ko Sungnyun Kim Tianyi Chen SeYoung Yun 238 65 0 06 Feb 2024
A Hybrid Strategy for Chat Transcript Summarization Pratik K. Biswas 157 1 0 02 Feb 2024
SPECTRUM: Speaker-Enhanced Pre-Training for Long Dialogue Summarization Sangwoo Cho Kaiqiang Song Chao Zhao Xiaoyang Wang Dong Yu 166 0 0 31 Jan 2024
Towards Optimizing the Costs of LLM Usage Shivanshu Shekhar Tanishq Dubey Koyel Mukherjee Apoorv Saxena Atharv Tyagi Nishanth Kotla 177 37 0 29 Jan 2024
Baichuan2-Sum: Instruction Finetune Baichuan2-7B Model for Dialogue SummarizationIEEE International Joint Conference on Neural Network (IJCNN), 2024 Jianfei Xiao Yancan Chen Yimin Ou Hanyi Yu Kai Shu Yiyong Xiao ALM 215 18 0 27 Jan 2024
SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Weixiang Zhao Shilong Wang Yulin Hu Yanyan Zhao Bing Qin Xuanyu Zhang Qing Yang Dongliang Xu Wanxiang Che KELM CLL 269 25 0 16 Jan 2024
Leveraging Large Language Models for NLG Evaluation: Advances and ChallengesConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Zhen Li Xiaohan Xu Tao Shen Can Xu Jia-Chen Gu Yuxuan Lai Chongyang Tao Shuai Ma LM&MA ELM 301 33 0 13 Jan 2024
Model Editing Harms General Abilities of Large Language Models: Regularization to the RescueConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Jia-Chen Gu Haoyang Xu Jun-Yu Ma Pan Lu Zhen-Hua Ling Kai-Wei Chang Nanyun Peng KELM 343 78 0 09 Jan 2024
Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding Yuu Jinnai Kaito Ariu 267 13 0 05 Jan 2024
Action-Item-Driven Summarization of Long Meeting TranscriptsInternational Conference on Natural Language Processing and Information Retrieval (ICNLPIR), 2023 Logan Golia Jugal Kalita 193 2 0 29 Dec 2023
OmniDialog: An Omnipotent Pre-training Model for Task-Oriented Dialogue System Mingtao Yang See-Kiong Ng Jinlan Fu 213 3 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 125 2 0 22 Dec 2023
Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference InformationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Zhengyuan Liu Nancy F. Chen 191 1 0 15 Dec 2023
FREDSum: A Dialogue Summarization Corpus for French Political DebatesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Virgile Rennard Guokan Shang Damien Grari Julie Hunter Michalis Vazirgiannis 145 4 0 08 Dec 2023