Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization

16 February 2023

Papers citing "Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization"

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Title
The Efficiency Spectrum of Large Language Models: An Algorithmic Survey Tianyu Ding Tianyi Chen Haidong Zhu Jiachen Jiang Yiqi Zhong Jinxin Zhou Guangzhi Wang Zhihui Zhu Ilya Zharkov Luming Liang 27 22 0 01 Dec 2023
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Hailin Chen Fangkai Jiao Xingxuan Li Chengwei Qin Mathieu Ravaut Ruochen Zhao Caiming Xiong Shafiq R. Joty ELM CLL AI4MH LRM ALM 85 27 0 28 Nov 2023
Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop Martin Briesch Dominik Sobania Franz Rothlauf 35 55 0 28 Nov 2023
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization Yixin Liu Alexander R. Fabbri Jiawen Chen Yilun Zhao Simeng Han Shafiq R. Joty Pengfei Liu Dragomir R. Radev Chien-Sheng Wu Arman Cohan ELM 46 58 0 15 Nov 2023
Exploring the Potential of Large Language Models in Computational Argumentation Guizhen Chen Liying Cheng Anh Tuan Luu Lidong Bing LLMAG LRM 21 22 0 15 Nov 2023
Predicting Text Preference Via Structured Comparative Reasoning Jing Nathan Yan Tianqi Liu Justin T Chiu Jiaming Shen Zhen Qin ... Charumathi Lakshmanan Y. Kurzion Alexander M. Rush Jialu Liu Michael Bendersky LRM 38 7 0 14 Nov 2023
Understanding Users' Dissatisfaction with ChatGPT Responses: Types, Resolving Tactics, and the Effect of Knowledge Level Yoonsu Kim Jueon Lee Seoyoung Kim Jaehyuk Park Juho Kim 41 37 0 13 Nov 2023
Exploring ChatGPT's Capabilities on Vulnerability Management Peiyu Liu Junming Liu Lirong Fu Kangjie Lu Yifan Xia Xuhong Zhang Wenzhi Chen Haiqin Weng Shouling Ji Wenhai Wang 20 13 0 11 Nov 2023
Can GPT models Follow Human Summarization Guidelines? A Study for Targeted Communication Goals Yongxin Zhou F. Ringeval Franccois Portet ELM ALM 21 0 0 25 Oct 2023
A Survey on Detection of LLMs-Generated Content Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Yang Wang Wei Cheng DeLMO 37 51 0 24 Oct 2023
Towards LLM-driven Dialogue State Tracking Yujie Feng Zexin Lu Bo Liu Li-Ming Zhan Xiao-Ming Wu 21 20 0 23 Oct 2023
Can Large Language Models Explain Themselves? A Study of LLM-Generated Self-Explanations Shiyuan Huang Siddarth Mamidanna Shreedhar Jangam Yilun Zhou Leilani H. Gilpin LRM MILM ELM 43 66 0 17 Oct 2023
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters Yixin Wan George Pu Jiao Sun Aparna Garimella Kai-Wei Chang Nanyun Peng 34 160 0 13 Oct 2023
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation Yuanyuan Liang Jianing Wang Hanlun Zhu Lei Wang Weining Qian Yunshi Lan LRM ReLM 18 36 0 12 Oct 2023
A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks Fangshuo Liao Md Tahmid Rahman Laskar Cruz Barnum Jimmy X. Huang AI4MH LM&MA 32 68 0 06 Oct 2023
Summarization is (Almost) Dead Xiao Pu Mingqi Gao Xiaojun Wan HILM 81 39 0 18 Sep 2023
ODSum: New Benchmarks for Open Domain Multi-Document Summarization Yijie Zhou Kejian Shi Wencai Zhang Yixin Liu Yilun Zhao Arman Cohan RALM 34 2 0 16 Sep 2023
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs Chao Feng Xinyu Zhang Zichu Fei KELM 25 45 0 06 Sep 2023
LeanContext: Cost-Efficient Domain-Specific Question Answering Using LLMs Md. Adnan Arefeen Biplob K. Debnath S. Chakradhar 40 51 0 02 Sep 2023
C5: Towards Better Conversation Comprehension and Contextual Continuity for ChatGPT Pan Liang Danwei Ye Zihao Zhu Yunchao Wang Wang Xia Ronghua Liang Guodao Sun 23 3 0 10 Aug 2023
Language models as master equation solvers Chuanbo Liu Jin Wang 35 0 0 29 Jul 2023
Instruction-following Evaluation through Verbalizer Manipulation Shiyang Li Jun Yan Hai Wang Zheng Tang Xiang Ren Vijay Srinivasan Hongxia Jin 36 25 0 20 Jul 2023
On the (In)Effectiveness of Large Language Models for Chinese Text Correction Hai-Tao Zheng Haojing Huang Shirong Ma Yong-jia Jiang Yongqian Li F. Zhou Haitao Zheng Qingyu Zhou 34 43 0 18 Jul 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey S. Mohamadi G. Mujtaba Ngan Le Gianfranco Doretto Don Adjeroh LM&MA AI4MH 23 21 0 09 Jul 2023
Evaluating the Capability of Large-scale Language Models on Chinese Grammatical Error Correction Task Fanyi Qu Yunfang Wu Yunfang Wu ELM LRM 22 6 0 08 Jul 2023
Cross-lingual Cross-temporal Summarization: Dataset, Models, Evaluation Ran Zhang Jihed Ouni Steffen Eger 24 6 0 22 Jun 2023
Bloated Disclosures: Can ChatGPT Help Investors Process Information? Alex G. Kim Maximilian Muhn Valeri V. Nikolaev 31 31 0 17 Jun 2023
ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer Dongqi Pu Vera Demberg DeLMO 26 65 0 13 Jun 2023
Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers Israt Jahan Md Tahmid Rahman Laskar Chun Peng J. Huang LM&MA MedIm AI4MH 43 30 0 07 Jun 2023
Examining Bias in Opinion Summarisation Through the Perspective of Opinion Diversity Nannan Huang Lin Tian Haytham M. Fayek Xiuzhen Zhang 26 8 0 07 Jun 2023
MCTS: A Multi-Reference Chinese Text Simplification Dataset Ruining Chong Luming Lu Liner Yang Jinran Nie Zhenghao Liu Shuo Wang Shuhan Zhou Yaoxin Li Erhong Yang 29 0 0 05 Jun 2023
Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study Guang Lu Sylvia B. Larcher Tu-Anh Tran 19 9 0 01 Jun 2023
Predicting the Quality of Revisions in Argumentative Writing Zhexiong Liu Diane Litman E. Wang L. Matsumura Richard Correnti 30 5 0 01 Jun 2023
Evaluating ChatGPT's Performance for Multilingual and Emoji-based Hate Speech Detection Mithun Das Saurabh Kumar Pandey Animesh Mukherjee 48 10 0 22 May 2023
Automatic Code Summarization via ChatGPT: How Far Are We? Dongrui Liu Chunrong Fang Yudu You Yun Miao Yi Liu ... Yuchen Chen Quanjun Zhang Hanwei Qian Yang Liu Zhenyu Chen ELM 32 74 0 22 May 2023
Assessing Hidden Risks of LLMs: An Empirical Study on Robustness, Consistency, and Credibility Wen-song Ye Mingfeng Ou Tianyi Li Yipeng Chen Xuetao Ma ... Sai Wu Jie Fu Gang Chen Haobo Wang J. Zhao 46 36 0 15 May 2023
Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical Study Yaxin Fan Feng Jiang Peifeng Li Haizhou Li ELM 32 19 0 15 May 2023
MedGPTEval: A Dataset and Benchmark to Evaluate Responses of Large Language Models in Medicine Jie Xu Lu Lu Sen Yang Bilin Liang Xinwei Peng ... Lingrui Yang Huan-Zhi Song Kang Li Xin Sun Shaoting Zhang LM&MA AI4MH 23 6 0 12 May 2023
The Current State of Summarization Fabian Retkowski 23 6 0 08 May 2023
Augmented Large Language Models with Parametric Knowledge Guiding Ziyang Luo Can Xu Pu Zhao Xiubo Geng Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang KELM RALM 37 44 0 08 May 2023
Entity-Based Evaluation of Political Bias in Automatic Summarization Karen Zhou Chenhao Tan 35 1 0 03 May 2023
Multidimensional Evaluation for Text Style Transfer Using ChatGPT Huiyuan Lai Antonio Toral Malvina Nissim 23 17 0 26 Apr 2023
BIM-GPT: a Prompt-Based Virtual Assistant Framework for BIM Information Retrieval Junwen Zheng M. Fischer 21 13 0 18 Apr 2023
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning Viet Dac Lai Nghia Trung Ngo Amir Pouran Ben Veyseh Hieu Man Franck Dernoncourt Trung Bui Thien Huu Nguyen ELM LM&MA 30 268 0 12 Apr 2023
A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding Wenbo Pan Qiguang Chen Xiao Xu Wanxiang Che Libo Qin 32 43 0 09 Apr 2023
Extractive Summarization via ChatGPT for Faithful Summary Generation Haopeng Zhang Xiao Liu Jiawei Zhang 38 76 0 09 Apr 2023
ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback Wenxiang Jiao Jen-tse Huang Wenxuan Wang Zhiwei He Tian Liang Xing Wang Shuming Shi Zhaopeng Tu ALM 46 44 0 05 Apr 2023
Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models Yi-Hsien Liu Tianle Han Siyuan Ma Jia-Yu Zhang Yuanyu Yang ... Xiang Li Ning Qiang Dingang Shen Tianming Liu Bao Ge ALM ELM AI4CE LM&MA LLMAG 38 462 0 04 Apr 2023
Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation Tao Fang Shu Yang Kaixin Lan Derek F. Wong Jinpeng Hu Lidia S. Chao Yue Zhang AI4MH LRM ELM KELM 16 106 0 04 Apr 2023
CQSumDP: A ChatGPT-Annotated Resource for Query-Focused Abstractive Summarization Based on Debatepedia Md Tahmid Rahman Laskar Mizanur Rahman Israt Jahan Enamul Hoque J. Huang 37 8 0 31 Mar 2023