Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization

26 May 2021

Papers citing "Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization"

48 / 48 papers shown

Title
Systematic Exploration of Dialogue Summarization Approaches for Reproducibility, Comparative Assessment, and Methodological Innovations for Advancing Natural Language Processing in Abstractive Summarization Yugandhar Reddy Gogireddy Jithendra Reddy Gogireddy 16 0 0 21 Oct 2024
Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization Aseem Srivastava Smriti Joshi Tanmoy Chakraborty Md. Shad Akhtar 40 3 0 23 Sep 2024
Towards LifeSpan Cognitive Systems Yu Wang Chi Han Tongtong Wu Xiaoxin He Wangchunshu Zhou ... Zexue He Wei Wang Gholamreza Haffari Heng Ji Julian McAuley KELM CLL 170 1 0 20 Sep 2024
Text2Traj2Text: Learning-by-Synthesis Framework for Contextual Captioning of Human Movement Trajectories Hikaru Asano Ryo Yonetani Taiki Sekii Hiroki Ouchi 77 0 0 19 Sep 2024
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges Jonas Becker Jan Philip Wahle Bela Gipp Terry Ruas 31 9 0 24 May 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
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision Yunyi Zhang Ruozhen Yang Xueqiang Xu Rui Li Jinfeng Xiao Jiaming Shen Jiawei Han 45 10 0 29 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
Baichuan2-Sum: Instruction Finetune Baichuan2-7B Model for Dialogue Summarization Jianfei Xiao Yancan Chen Yimin Ou Hanyi Yu Kai Shu Yiyong Xiao ALM 24 11 0 27 Jan 2024
Responsible AI Considerations in Text Summarization Research: A Review of Current Practices Yu Lu Liu Meng Cao Su Lin Blodgett Jackie Chi Kit Cheung Alexandra Olteanu Adam Trischler 36 1 0 18 Nov 2023
Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition Tariq Alhindi Smaranda Muresan Preslav Nakov HILM LRM 40 4 0 16 Nov 2023
LLMaAA: Making Large Language Models as Active Annotators Ruoyu Zhang Yanzeng Li Yongliang Ma Ming Zhou Lei Zou 35 68 0 30 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 27 6 0 16 Oct 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 42 7 0 08 Jul 2023
Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization Rongxin Zhu Jianzhong Qi Jey Han Lau 42 10 0 26 May 2023
Private Meeting Summarization Without Performance Loss Seolhwa Lee Anders Søgaard 29 2 0 25 May 2023
SuperDialseg: A Large-scale Dataset for Supervised Dialogue Segmentation Junfeng Jiang Chengzhang Dong Sadao Kurohashi Akiko Aizawa 12 6 0 15 May 2023
Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts Haochen Tan Han Wu Wei Shao Xinyun Zhang Mingjie Zhan Zhaohui Hou Ding Liang Linqi Song 47 0 0 13 May 2023
VCSUM: A Versatile Chinese Meeting Summarization Dataset Han Wu Mingjie Zhan Haochen Tan Zhaohui Hou Ding Liang Linqi Song 32 13 0 09 May 2023
What Matters In The Structured Pruning of Generative Language Models? Michael Santacroce Zixin Wen Yelong Shen Yuan-Fang Li 21 33 0 07 Feb 2023
Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality Xinnian Liang Shuangzhi Wu Chenhao Cui Jiaqi Bai Chao Bian Zhoujun Li 25 13 0 29 Jan 2023
Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately Xin Cheng Shen Gao Yuchi Zhang Yongliang Wang Xiuying Chen Mingzhe Li Dongyan Zhao Rui Yan 29 10 0 27 Jan 2023
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation Yixin Liu Alexander R. Fabbri Pengfei Liu Yilun Zhao Linyong Nan ... Simeng Han Chenyu You Chien-Sheng Wu Caiming Xiong Dragomir R. Radev ALM 24 133 0 15 Dec 2022
KPT: Keyword-guided Pre-training for Grounded Dialog Generation Qi Zhu Fei Mi Zheng Zhang Yasheng Wang Yitong Li Xin Jiang Qun Liu Xiaoyan Zhu Minlie Huang 24 5 0 04 Dec 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 29 6 0 18 Oct 2022
Abstractive Meeting Summarization: A Survey Virgile Rennard Guokan Shang Julie Hunter Michalis Vazirgiannis 37 15 0 08 Aug 2022
Effectiveness of French Language Models on Abstractive Dialogue Summarization Task Yongxin Zhou Franccois Portet F. Ringeval 22 8 0 17 Jul 2022
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control Haopeng Zhang Semih Yavuz Wojciech Kry'sciñski Kazuma Hashimoto Yingbo Zhou HILM 35 34 0 05 Jul 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 81 122 0 03 Jul 2022
Counseling Summarization using Mental Health Knowledge Guided Utterance Filtering Aseem Srivastava Tharun Suresh Sarah Peregrine S. P. Lord Md. Shad Akhtar Tanmoy Chakraborty 11 13 0 08 Jun 2022
The Cross-lingual Conversation Summarization Challenge Yulong Chen Ming Zhong Xuefeng Bai Naihao Deng Jing Li Xianchao Zhu Yue Zhang 20 9 0 01 May 2022
Post-Training Dialogue Summarization using Pseudo-Paraphrasing Qi Jia Yizhu Liu Haifeng Tang Kenny Q. Zhu 23 7 0 28 Apr 2022
Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling Yiyang Li Hai Zhao Zhuosheng Zhang 18 11 0 18 Apr 2022
Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking Jamin Shin Hangyeol Yu Hyeongdon Moon Andrea Madotto Juneyoung Park 30 29 0 03 Mar 2022
ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization Jiaan Wang Fandong Meng Ziyao Lu Duo Zheng Zhixu Li Jianfeng Qu Jie Zhou ELM 32 35 0 11 Feb 2022
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 36 127 0 14 Jan 2022
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning Xiangru Tang Arjun Nair Borui Wang Bingyao Wang Jai Desai Aaron Wade Haoran Li Asli Celikyilmaz Yashar Mehdad Dragomir R. Radev HILM 25 62 0 16 Dec 2021
Response Generation with Context-Aware Prompt Learning X. Gu Kang Min Yoo Sang-Woo Lee 22 25 0 04 Nov 2021
Controllable Neural Dialogue Summarization with Personal Named Entity Planning Zhengyuan Liu Nancy F. Chen 27 62 0 27 Sep 2021
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization Ming Zhong Yang Liu Yichong Xu Chenguang Zhu Michael Zeng VLM AI4CE 43 125 0 06 Sep 2021
A Survey on Dialogue Summarization: Recent Advances and New Frontiers Xiachong Feng Xiaocheng Feng Bing Qin 41 100 0 07 Jul 2021
Ask2Transformers: Zero-Shot Domain labelling with Pre-trained Language Models Oscar Sainz German Rigau VLM 35 21 0 07 Jan 2021
Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks Xiachong Feng Xiaocheng Feng Bing Qin Ting Liu 97 49 0 20 Oct 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 213 1,656 0 16 Mar 2020
Data Augmentation using Pre-trained Transformer Models Varun Kumar Ashutosh Choudhary Eunah Cho VLM 216 348 0 04 Mar 2020
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding Libo Qin Wanxiang Che Yangming Li Haoyang Wen Ting Liu 49 260 0 05 Sep 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,433 0 22 Aug 2019
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,255 0 14 Nov 2016