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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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Semi-Offline Reinforcement Learning for Optimized Text GenerationInternational Conference on Machine Learning (ICML), 2023 Changyu Chen Xiting Wang Yiqiao Jin Victor Ye Dong Li Dong Jie Cao Yi Liu Rui Yan OffRL 183 17 0 16 Jun 2023
Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Mingqi Gao Xiaojun Wan Jia Su Zhefeng Wang Baoxing Huai HILM 143 10 0 08 Jun 2023
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Rethinking Model Evaluation as Narrowing the Socio-Technical Gap Q. V. Liao Ziang Xiao ALM ELM 602 50 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 131 18 0 31 May 2023
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark DatasetsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Md Tahmid Rahman Laskar M Saiful Bari Mizanur Rahman Md Amran Hossen Bhuiyan Shafiq Joty J. Huang LM&MA ELM ALM 383 211 0 29 May 2023
Generating EDU Extracts for Plan-Guided Summary Re-RankingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Griffin Adams Alexander R. Fabbri Faisal Ladhak Kathleen McKeown Noémie Elhadad 180 13 0 28 May 2023
MeetingBank: A Benchmark Dataset for Meeting SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yebowen Hu Timothy Jeewun Ganter Hanieh Deilamsalehy Franck Dernoncourt H. Foroosh Fei Liu AI4TS 183 62 0 27 May 2023
Learning to Imagine: Visually-Augmented Natural Language GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Tianyi Tang Yushuo Chen Yifan Du Junyi Li Wayne Xin Zhao Ji-Rong Wen DiffM 377 10 0 26 May 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Pranav Ajit Nair Sukomal Pal Pradeepika Verm MoMe 200 2 0 26 May 2023
AlignScore: Evaluating Factual Consistency with a Unified Alignment FunctionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yuheng Zha Yichi Yang Ruichen Li Zhiting Hu HILM 275 275 0 26 May 2023
Annotating and Detecting Fine-grained Factual Errors for Dialogue SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Rongxin Zhu Jianzhong Qi Jey Han Lau 219 11 0 26 May 2023
Frugal Prompting for Dialog ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Bishal Santra Sakya Basak Abhinandan De Manish Gupta Pawan Goyal 177 2 0 24 May 2023
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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 137 44 0 23 May 2023
USB: A Unified Summarization Benchmark Across Tasks and DomainsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Kundan Krishna Prakhar Gupta S. Ramprasad Byron C. Wallace Jeffrey P. Bigham Zachary Chase Lipton HILM 251 9 0 23 May 2023
Multilingual Large Language Models Are Not (Yet) Code-SwitchersConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Ruochen Zhang Samuel Cahyawijaya Jan Christian Blaise Cruz Genta Indra Winata Alham Fikri Aji LRM 1.4K 76 0 23 May 2023
Reducing Sensitivity on Speaker Names for Text Generation from DialoguesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Qi Jia Haifeng Tang Kenny Q. Zhu 166 2 0 23 May 2023
LMGQS: A Large-scale Dataset for Query-focused SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Ruochen Xu Song Wang Yang Liu Shuohang Wang Yichong Xu Dan Iter Chenguang Zhu Michael Zeng RALM HILM 125 9 0 22 May 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPTConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yichong Xu Ruochen Xu Dan Iter Yang Liu Shuohang Wang Chenguang Zhu Michael Zeng 106 12 0 22 May 2023
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and BeyondAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Haw-Shiuan Chang Zonghai Yao Alolika Gon Hong-ye Yu Andrew McCallum 224 11 0 20 May 2023
PORTRAIT: a hybrid aPproach tO cReate extractive ground-TRuth summAry for dIsaster evenTACM Transactions on the Web (TWEB), 2023 Piyush Garg Roshni Chakraborty Sourav Kumar Dandapat 190 3 0 19 May 2023
Pre-Training to Learn in ContextAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yuxian Gu Li Dong Furu Wei Shiyu Huang CLIP LRM ReLM 316 53 0 16 May 2023
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive SummarizationInternational Conference on Language Resources and Evaluation (LREC), 2023 Xinbei Ma Yeyun Gong Pengcheng He Hai Zhao Nan Duan 171 2 0 11 May 2023
VCSUM: A Versatile Chinese Meeting Summarization DatasetAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Han Wu Mingjie Zhan Haochen Tan Zhaohui Hou Ding Liang Linqi Song 180 17 0 09 May 2023
The Current State of Summarization Fabian Retkowski 221 9 0 08 May 2023
A Blockchain-based Platform for Reliable Inference and Training of Large-Scale Models Sanghyeon Park Junmo Lee Soo-Mook Moon 245 1 0 06 May 2023
Can LMs Generalize to Future Data? An Empirical Analysis on Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 C. Cheang Hou Pong Chan Yang Li Xuebo Liu Zhao Li Yanming Sun Shudong Liu Lidia S. Chao 477 10 0 03 May 2023
Privacy-Preserving In-Context Learning for Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Tong Wu Ashwinee Panda Jiachen T. Wang Prateek Mittal 340 47 0 02 May 2023
Empirical Analysis of the Strengths and Weaknesses of PEFT Techniques for LLMs George Pu Anirudh Jain Jihan Yin Russell Kaplan 153 48 0 28 Apr 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive SummarizationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023 Yi-Syuan Chen Yun-Zhu Song Hong-Han Shuai 112 6 0 24 Mar 2023
CroCoSum: A Benchmark Dataset for Cross-Lingual Code-Switched SummarizationInternational Conference on Language Resources and Evaluation (LREC), 2023 Ruochen Zhang Carsten Eickhoff 258 9 0 07 Mar 2023
Towards Interpretable and Efficient Automatic Reference-Based Summarization EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yixin Liu Alexander R. Fabbri Yilun Zhao Pengfei Liu Shafiq Joty Chien-Sheng Wu Caiming Xiong Dragomir R. Radev 250 31 0 07 Mar 2023
An Analysis of Abstractive Text Summarization Using Pre-trained Models Tohida Rehman S. Das Debarshi Kumar Sanyal S. Chattopadhyay 214 16 0 25 Feb 2023
MUTANT: A Multi-sentential Code-mixed Hinglish DatasetFindings (Findings), 2023 Rahul Gupta Vivek Srivastava M. Singh 110 1 0 23 Feb 2023
Generic Dependency Modeling for Multi-Party ConversationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Weizhou Shen Xiaojun Quan Ke Yang 220 4 0 21 Feb 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?Annual Meeting of the Association for Computational Linguistics (ACL), 2023 Chengwei Qin Cunliang Kong Ruochen Zhao Shafiq Joty VLM LRM 295 17 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 229 206 0 16 Feb 2023
Commonsense Reasoning for Conversational AI: A Survey of the State of the Art Christopher Richardson Larry Heck LRM 154 10 0 15 Feb 2023
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in DialoguesFindings (Findings), 2023 Chuyuan Li Patrick Huber Wen Xiao M. Amblard Chloé Braud Giuseppe Carenini 145 11 0 12 Feb 2023
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and InteractivityInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Yejin Bang Samuel Cahyawijaya Nayeon Lee Wenliang Dai Jane Polak Scowcroft ... Tiezheng Yu Willy Chung Quyet V. Do Yan Xu Pascale Fung ReLM LRM 638 1,591 0 08 Feb 2023
Is ChatGPT a General-Purpose Natural Language Processing Task Solver?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Chengwei Qin Aston Zhang Zhuosheng Zhang Jiaao Chen Michihiro Yasunaga Diyi Yang LM&MA AI4MH LRM ELM 323 784 0 08 Feb 2023
What Matters In The Structured Pruning of Generative Language Models? Michael Santacroce Zixin Wen Yelong Shen Yuan-Fang Li 169 36 0 07 Feb 2023
Exploring the Benefits of Training Expert Language Models over Instruction TuningInternational Conference on Machine Learning (ICML), 2023 Joel Jang Seungone Kim Seonghyeon Ye Doyoung Kim Lajanugen Logeswaran Moontae Lee Kyungjae Lee Minjoon Seo LRM ALM 397 92 0 07 Feb 2023
Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level CentralityConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Xinnian Liang Shuangzhi Wu Chenhao Cui Jiaqi Bai Chao Bian Zhoujun Li 164 16 0 29 Jan 2023
SWING: Balancing Coverage and Faithfulness for Dialogue SummarizationFindings (Findings), 2023 Kung-Hsiang Huang Siffi Singh Xiaofei Ma Wei Xiao Wei Xiao Nicholas Dingwall William Yang Wang Kathleen McKeown HILM 186 14 0 25 Jan 2023
A comprehensive review of automatic text summarization techniques: method, data, evaluation and coding D. Cajueiro A. G. Nery Igor Tavares Maísa Kely de Melo Silvia A. dos Reis Weigang Li V. R. R. Celestino 317 19 0 04 Jan 2023
STRUDEL: Structured Dialogue Summarization for Dialogue ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Borui Wang Chengcheng Feng Arjun Nair Madelyn Mao Jai Desai Asli Celikyilmaz Haoran Li Yashar Mehdad Dragomir R. Radev 183 1 0 24 Dec 2022
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yu Li Baolin Peng Pengcheng He Michel Galley Zhou Yu Jianfeng Gao 234 9 0 20 Dec 2022