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"

50 / 113 papers shown

Title
Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation Yichao Feng Shuai Zhao Heng Chang Luwei Xiao Xiaobao Wu Anh Tuan Luu RALM 31 0 0 17 Apr 2025
Understanding Learner-LLM Chatbot Interactions and the Impact of Prompting Guidelines Cansu Koyuturk Emily Theophilou Sabrina Patania Gregor Donabauer Andrea Martinenghi ... Udo Kruschwitz D. Taibi Simona Amenta Martin Ruskov Dimitri Ognibene 50 0 0 10 Apr 2025
LLM Knows Geometry Better than Algebra: Numerical Understanding of LLM-Based Agents in A Trading Arena Tianmi Ma Jiawei Du Wenxin Huang Wenjie Wang Liang Xie Xian Zhong Qiufeng Wang 64 2 0 25 Feb 2025
Zero-Shot Strategies for Length-Controllable Summarization Fabian Retkowski A. Waibel 54 3 0 31 Dec 2024
Does This Summary Answer My Question? Modeling Query-Focused Summary Readers with Rational Speech Acts Cesare Spinoso-Di Piano Jackie Chi Kit Cheung 24 0 0 10 Nov 2024
MARS: Multilingual Aspect-centric Review Summarisation Sandeep Sricharan Mukku Abinesh Kanagarajan Chetan Aggarwal Promod Yenigalla 23 0 0 13 Oct 2024
Video-to-Text Pedestrian Monitoring (VTPM): Leveraging Computer Vision and Large Language Models for Privacy-Preserve Pedestrian Activity Monitoring at Intersections Ahmed S. Abdelrahman Mohamed Abdel-Aty Dongdong Wang 21 3 0 21 Aug 2024
Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It? Anupama Chingacham Miaoran Zhang Vera Demberg Dietrich Klakow 38 0 0 07 Aug 2024
Leveraging the Power of LLMs: A Fine-Tuning Approach for High-Quality Aspect-Based Summarization Ankan Mullick Sombit Bose Rounak Saha Ayan Kumar Bhowmick Aditya Vempaty Pawan Goyal Niloy Ganguly Prasenjit Dey Ravi Kokku 35 0 0 05 Aug 2024
Enhancing LLM's Cognition via Structurization Kai-Chun Liu Zhihang Fu Chao Chen Wei Zhang Rongxin Jiang Fan Zhou Yao-Shen Chen Yue-bo Wu Jieping Ye 52 1 0 23 Jul 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 37 17 0 17 Jun 2024
AIM: Let Any Multi-modal Large Language Models Embrace Efficient In-Context Learning Jun Gao Qian Qiao Ziqiang Cao Zili Wang Wenjie Li 31 3 0 11 Jun 2024
Flexible and Adaptable Summarization via Expertise Separation Xiuying Chen Mingzhe Li Shen Gao Xin Cheng Qingqing Zhu Rui Yan Xin Gao Xiangliang Zhang MoE 41 3 0 08 Jun 2024
Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends S. Ramprasad Elisa Ferracane Zachary Chase Lipton HILM 19 12 0 05 Jun 2024
MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization Xiaobo Guo Soroush Vosoughi 38 0 0 05 Jun 2024
ChatLang-8: An LLM-Based Synthetic Data Generation Framework for Grammatical Error Correction Jeiyoon Park Chanjun Park Heuiseok Lim 38 2 0 05 Jun 2024
Why Would You Suggest That? Human Trust in Language Model Responses Manasi Sharma H. Siu Rohan R. Paleja Jaime D. Peña LRM 26 6 0 04 Jun 2024
Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities G. Farnadi Mohammad Havaei Negar Rostamzadeh 37 2 0 03 Jun 2024
Guiding ChatGPT to Generate Salient Domain Summaries Jun Gao Ziqiang Cao Shaoyao Huang Luozheng Qin Chunhui Ai 39 0 0 03 Jun 2024
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models Mingda Li Xinyu Li Yifan Chen Wenfeng Xuan Weinan Zhang RALM 31 2 0 31 May 2024
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning Xinlu Zhang Zhi Chen Xi Ye Xianjun Yang Lichang Chen William Yang Wang Linda R. Petzold LRM 59 10 0 30 May 2024
Unifying Demonstration Selection and Compression for In-Context Learning Jun Gao Ziqiang Cao Wenjie Li 38 3 0 27 May 2024
SelfCP: Compressing Over-Limit Prompt via the Frozen Large Language Model Itself Jun Gao Ziqiang Cao Wenjie Li 25 4 0 27 May 2024
Generative Artificial Intelligence: A Systematic Review and Applications S. S. Sengar Affan Bin Hasan Sanjay Kumar Fiona Carroll MedIm 33 51 0 17 May 2024
Aspect-oriented Consumer Health Answer Summarization Rochana Chaturvedi Abari Bhattacharya S. Yadav 31 3 0 10 May 2024
How Did We Get Here? Summarizing Conversation Dynamics Yilun Hua Nicholas Chernogor Yuzhe Gu Seoyeon Julie Jeong Miranda Luo Cristian Danescu-Niculescu-Mizil 30 5 0 29 Apr 2024
Generating Attractive and Authentic Copywriting from Customer Reviews Yu-Xiang Lin Wei-Yun Ma 42 2 0 22 Apr 2024
Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model Zita Lifelo Huansheng Ning Sahraoui Dhelim AI4MH 48 0 0 13 Apr 2024
The Promises and Pitfalls of Using Language Models to Measure Instruction Quality in Education Paiheng Xu Jing Liu Nathan Jones Julie Cohen Wei Ai AI4Ed 38 5 0 03 Apr 2024
ChatGPT v.s. Media Bias: A Comparative Study of GPT-3.5 and Fine-tuned Language Models Zehao Wen Rabih Younes AI4MH 14 7 0 29 Mar 2024
Word Order's Impacts: Insights from Reordering and Generation Analysis Qinghua Zhao Jiaang Li Lei Li Zenghui Zhou Junfeng Liu 30 0 0 18 Mar 2024
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale Pengcheng Jiang Cao Xiao Zifeng Wang Parminder Bhatia Jimeng Sun Jiawei Han LRM 24 10 0 15 Mar 2024
TutoAI: A Cross-domain Framework for AI-assisted Mixed-media Tutorial Creation on Physical Tasks Yuexi Chen Vlad I. Morariu Anh Truong Zhicheng Liu DiffM VGen 45 4 0 12 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 68 80 0 05 Mar 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara F. Breitinger Mark Scanlon 52 8 0 29 Feb 2024
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection Pei Wang Keqing He Yejie Wang Xiaoshuai Song Yutao Mou Jingang Wang Yunsen Xian Xunliang Cai Weiran Xu 35 6 0 27 Feb 2024
Social Convos: Capturing Agendas and Emotions on Social Media Ankita Bhaumik Ning Sa Gregorios A. Katsios T. Strzalkowski 33 1 0 23 Feb 2024
Can Large Language Models Detect Misinformation in Scientific News Reporting? Yupeng Cao Aishwarya Muralidharan Nair Elyon Eyimife Nastaran Jamalipour Soofi K. P. Subbalakshmi J. Wullert Chumki Basu David Shallcross 40 8 0 22 Feb 2024
ChatEL: Entity Linking with Chatbots Yifan Ding Qingkai Zeng Tim Weninger KELM 34 5 0 20 Feb 2024
Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge Julien Delile Srayanta Mukherjee Anton Van Pamel Leonid Zhukov RALM 21 18 0 19 Feb 2024
Large Language Models for Stemming: Promises, Pitfalls and Failures Shuai Wang Shengyao Zhuang Guido Zuccon 36 1 0 19 Feb 2024
Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts Xiaobo Guo Soroush Vosoughi 26 1 0 16 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 21 156 0 06 Feb 2024
Global-Liar: Factuality of LLMs over Time and Geographic Regions Shujaat Mirza Bruno Coelho Yuyuan Cui Christina Pöpper Damon McCoy HILM 11 5 0 31 Jan 2024
Leveraging Professional Radiologists' Expertise to Enhance LLMs' Evaluation for Radiology Reports Qingqing Zhu Xiuying Chen Qiao Jin Benjamin Hou T. Mathai Pritam Mukherjee Xin Gao Ronald M. Summers Zhiyong Lu LM&MA 21 5 0 29 Jan 2024
Stability Analysis of ChatGPT-based Sentiment Analysis in AI Quality Assurance Tinghui Ouyang AprilPyone Maungmaung Koichi Konishi Yoshiki Seo Isao Echizen AI4MH 23 5 0 15 Jan 2024
PLLaMa: An Open-source Large Language Model for Plant Science Xianjun Yang Junfeng Gao Wenxin Xue Erik Alexandersson 36 19 0 03 Jan 2024
Quokka: An Open-source Large Language Model ChatBot for Material Science Xianjun Yang Stephen D. Wilson Linda R. Petzold OSLM 30 2 0 02 Jan 2024
Action-Item-Driven Summarization of Long Meeting Transcripts Logan Golia Jugal Kalita 24 1 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 20 20 0 15 Dec 2023