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
Quokka: An Open-source Large Language Model ChatBot for Material Science Xianjun Yang Stephen D. Wilson Linda R. Petzold OSLM 255 3 0 02 Jan 2024
Action-Item-Driven Summarization of Long Meeting TranscriptsInternational Conference on Natural Language Processing and Information Retrieval (ICNLPIR), 2023 Logan Golia Jugal Kalita 201 2 0 29 Dec 2023
Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models Xin Jin Jonathan Larson Weiwei Yang Zhiqiang Lin ELM 126 32 0 15 Dec 2023
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 364 33 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 Joty ELM CLL AI4MH LRM ALM 288 31 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 315 76 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 Joty Pengfei Liu Dragomir R. Radev Chien-Sheng Wu Arman Cohan ELM 272 79 0 15 Nov 2023
Exploring the Potential of Large Language Models in Computational ArgumentationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Guizhen Chen Liying Cheng Anh Tuan Luu Lidong Bing LLMAG LRM 207 45 0 15 Nov 2023
Predicting Text Preference Via Structured Comparative ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jing Nathan Yan Tianqi Liu Celine Lee Jiaming Shen Zhen Qin ... Charumathi Lakshmanan Y. Kurzion Alexander M. Rush Jialu Liu Michael Bendersky LRM 196 9 0 14 Nov 2023
Understanding Users' Dissatisfaction with ChatGPT Responses: Types, Resolving Tactics, and the Effect of Knowledge LevelInternational Conference on Intelligent User Interfaces (IUI), 2023 Yoonsu Kim Jueon Lee Seoyoung Kim Jaehyuk Park Juho Kim 251 62 0 13 Nov 2023
Exploring ChatGPT's Capabilities on Vulnerability ManagementUSENIX Security Symposium (USENIX Security), 2023 Peiyu Liu Junming Liu Lirong Fu Kangjie Lu Yifan Xia Xuhong Zhang Wenzhi Chen Haiqin Weng R. Beyah Wenhai Wang 194 38 0 11 Nov 2023
Can GPT models Follow Human Summarization Guidelines? A Study for Targeted Communication Goals Yongxin Zhou Fabien Ringeval Franccois Portet ELM ALM 138 0 0 25 Oct 2023
A Survey on Detection of LLMs-Generated ContentConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Y. Wang Wei Cheng DeLMO 301 74 0 24 Oct 2023
Towards LLM-driven Dialogue State TrackingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yujie Feng Zexin Lu Bo Liu Li-Ming Zhan Xiao-Ming Wu 249 36 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 336 105 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 423 274 0 13 Oct 2023
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yuanyuan Liang Jianing Wang Hanlun Zhu Lei Wang Weining Qian Yunshi Lan LRM ReLM 256 52 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 Xiangji Huang AI4MH LM&MA 312 116 0 06 Oct 2023
Summarization is (Almost) Dead Xiao Pu Mingqi Gao Xiaojun Wan HILM 210 60 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 212 4 0 16 Sep 2023
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs Chao Feng Xinyu Zhang Zichu Fei KELM 186 62 0 06 Sep 2023
LeanContext: Cost-Efficient Domain-Specific Question Answering Using LLMsNatural Language Processing Journal (JNLP), 2023 Md. Adnan Arefeen Biplob K. Debnath S. Chakradhar 167 80 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 115 4 0 10 Aug 2023
Language models as master equation solvers Chuanbo Liu Jin Wang 123 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 268 32 0 20 Jul 2023
On the (In)Effectiveness of Large Language Models for Chinese Text Correction Hai-Tao Zheng Haojing Huang Shirong Ma Yong Jiang Yongqian Li F. Zhou Haitao Zheng Qingyu Zhou 368 62 0 18 Jul 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey S. Mohamadi Ghulam Mujtaba Ngan Le Gianfranco Doretto Don Adjeroh LM&MA AI4MH 280 35 0 09 Jul 2023
Evaluating the Capability of Large-scale Language Models on Chinese Grammatical Error Correction Task Fanyi Qu Hao Sun Yunfang Wu ELM LRM 295 8 0 08 Jul 2023
Cross-lingual Cross-temporal Summarization: Dataset, Models, EvaluationComputational Linguistics (CL), 2023 Ran Zhang Jihed Ouni Steffen Eger 353 12 0 22 Jun 2023
Bloated Disclosures: Can ChatGPT Help Investors Process Information?Social Science Research Network (SSRN), 2023 Alex G. Kim Maximilian Muhn Valeri V. Nikolaev 433 48 0 17 Jun 2023
ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style TransferAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Dongqi Pu Vera Demberg DeLMO 203 72 0 13 Jun 2023
Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative TransformersWorkshop on Biomedical Natural Language Processing (BioNLP), 2023 Israt Jahan Md Tahmid Rahman Laskar Chun Peng J. Huang LM&MA MedIm AI4MH 214 40 0 07 Jun 2023
Examining Bias in Opinion Summarisation Through the Perspective of Opinion DiversityWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), 2023 Nannan Huang Lin Tian Haytham M. Fayek Xiuzhen Zhang 162 13 0 07 Jun 2023
MCTS: A Multi-Reference Chinese Text Simplification DatasetInternational Conference on Language Resources and Evaluation (LREC), 2023 Ruining Chong Luming Lu Liner Yang Jinran Nie Zhenghao Liu Shuo Wang Shuhan Zhou Yaoxin Li Erhong Yang 180 1 0 05 Jun 2023
Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study Guang Lu Sylvia B. Larcher Tu-Anh Tran 152 11 0 01 Jun 2023
Predicting the Quality of Revisions in Argumentative WritingWorkshop on Innovative Use of NLP for Building Educational Applications (UNBEA), 2023 Zhexiong Liu Diane Litman E. Wang L. Matsumura Richard Correnti 141 7 0 01 Jun 2023
Evaluating ChatGPT's Performance for Multilingual and Emoji-based Hate Speech Detection Mithun Das Saurabh Kumar Pandey Animesh Mukherjee 272 13 0 22 May 2023
Automatic Code Summarization via ChatGPT: How Far Are We? Weisong Sun Chunrong Fang Yudu You Yun Miao Yi Liu ... Yuchen Chen Quanjun Zhang Hanwei Qian Yang Liu Zhenyu Chen ELM 170 100 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 Jiaqi Zhao 387 45 0 15 May 2023
Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical StudyInternational Conference on Language Resources and Evaluation (LREC), 2023 Yaxin Fan Feng Jiang Peifeng Li Haizhou Li ELM 164 33 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 128 9 0 12 May 2023
The Current State of Summarization Fabian Retkowski 229 9 0 08 May 2023
Augmented Large Language Models with Parametric Knowledge Guiding Ziyang Luo Can Xu Lu Wang Xiubo Geng Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang KELM RALM 287 54 0 08 May 2023
Entity-Based Evaluation of Political Bias in Automatic SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Karen Zhou Chenhao Tan 271 2 0 03 May 2023
Multidimensional Evaluation for Text Style Transfer Using ChatGPT Huiyuan Lai Antonio Toral Malvina Nissim 182 18 0 26 Apr 2023
BIM-GPT: a Prompt-Based Virtual Assistant Framework for BIM Information Retrieval Junwen Zheng M. Fischer 119 16 0 18 Apr 2023
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Viet Dac Lai Nghia Trung Ngo Amir Pouran Ben Veyseh Hieu Man Franck Dernoncourt Trung Bui Thien Huu Nguyen ELM LM&MA 239 346 0 12 Apr 2023
A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding Wenbo Pan Qiguang Chen Xiao Xu Wanxiang Che Libo Qin 210 52 0 09 Apr 2023
Extractive Summarization via ChatGPT for Faithful Summary GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Haopeng Zhang Xiao Liu Jiawei Zhang 223 106 0 09 Apr 2023
ParroT: Translating during Chat using Large Language Models tuned with Human Translation and FeedbackConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Wenxiang Jiao Shu Yang Wenxuan Wang Zhiwei He Tian Liang Xing Wang Shuming Shi Zhaopeng Tu ALM 386 54 0 05 Apr 2023

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

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