Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT

19 February 2023

Liang Ding

Bo Du

Papers citing "Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT"

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Title
Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues Zhiyuan Chang Mingyang Li Yi Liu Junjie Wang Qing Wang Yang Liu 84 37 0 14 Feb 2024
Punctuation Restoration Improves Structure Understanding Without Supervision Junghyun Min Minho Lee Woochul Lee Yeonsoo Lee 33 1 0 13 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 16 152 0 06 Feb 2024
(Chat)GPT v BERT: Dawn of Justice for Semantic Change Detection Francesco Periti Haim Dubossarsky Nina Tahmasebi AI4MH 15 13 0 25 Jan 2024
WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge Wenbin Wang Liang Ding Li Shen Yong Luo Han Hu Dacheng Tao 30 11 0 12 Jan 2024
Intention Analysis Makes LLMs A Good Jailbreak Defender Yuqi Zhang Liang Ding Lefei Zhang Dacheng Tao LLMSV 14 15 0 12 Jan 2024
An Investigation of Large Language Models for Real-World Hate Speech Detection Keyan Guo Alexander Hu Jaden Mu Ziheng Shi Ziming Zhao Nishant Vishwamitra Hongxin Hu 12 12 0 07 Jan 2024
Evaluation is all you need. Prompting Generative Large Language Models for Annotation Tasks in the Social Sciences. A Primer using Open Models Maximilian Weber Merle Reichardt 71 9 0 30 Dec 2023
Understanding News Creation Intents: Frame, Dataset, and Method Zhengjia Wang Danding Wang Qiang Sheng Juan Cao Silong Su Yifan Sun Beizhe Hu Siyuan Ma 8 4 0 27 Dec 2023
Chatbot is Not All You Need: Information-rich Prompting for More Realistic Responses Seokhoon Jeong Assentay Makhmud 8 1 0 25 Dec 2023
Automated Assessment of Students' Code Comprehension using LLMs Priti Oli Rabin Banjade Jeevan Chapagain Vasile Rus 17 0 0 19 Dec 2023
Artificial Neural Nets and the Representation of Human Concepts Timo Freiesleben NAI 9 1 0 08 Dec 2023
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models Zachary Englhardt Chengqian Ma Margaret E. Morris X. Xu Chun-Cheng Chang Lianhui Qin Daniel J. McDuff Xin Liu Shwetak N. Patel Vikram Iyer AI4MH 27 11 0 21 Nov 2023
PsyEval: A Suite of Mental Health Related Tasks for Evaluating Large Language Models Haoan Jin Siyuan Chen Dilawaier Dilixiati Yewei Jiang Mengyue Wu Ke Zhu ELM AI4MH LM&MA 35 4 0 15 Nov 2023
Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning Sapan Shah Sreedhar Reddy Pushpak Bhattacharyya 6 0 0 29 Oct 2023
Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method Yukun Zhao Lingyong Yan Weiwei Sun Guoliang Xing Chong Meng Shuaiqiang Wang Zhicong Cheng Zhaochun Ren Dawei Yin 9 34 0 27 Oct 2023
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation Minzhi Li Taiwei Shi Caleb Ziems Min-Yen Kan Nancy F. Chen Zhengyuan Liu Diyi Yang 8 66 0 24 Oct 2023
Language Models Hallucinate, but May Excel at Fact Verification Jian-Yu Guan Jesse Dodge David Wadden Minlie Huang Hao Peng LRM HILM 13 28 0 23 Oct 2023
The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages Chiyu Zhang Khai Duy Doan Qisheng Liao Muhammad Abdul-Mageed 26 6 0 23 Oct 2023
Evaluating Subjective Cognitive Appraisals of Emotions from Large Language Models Hongli Zhan Desmond C. Ong Junyi Jessy Li 37 6 0 22 Oct 2023
Primacy Effect of ChatGPT Yiwei Wang Yujun Cai Muhao Chen Yuxuan Liang Bryan Hooi ALM AI4MH LRM 10 12 0 20 Oct 2023
Probing LLMs for hate speech detection: strengths and vulnerabilities Sarthak Roy Ashish Harshavardhan Animesh Mukherjee Punyajoy Saha 63 31 0 19 Oct 2023
GestureGPT: Toward Zero-shot Interactive Gesture Understanding and Grounding with Large Language Model Agents Xin Zeng Xiaoyu Wang Tengxiang Zhang Chun Yu Shengdong Zhao Yiqiang Chen LLMAG LM&Ro SLR 6 1 0 19 Oct 2023
Bias in Emotion Recognition with ChatGPT Naoki Wake Atsushi Kanehira Kazuhiro Sasabuchi Jun Takamatsu Katsushi Ikeuchi AI4MH 8 11 0 18 Oct 2023
GLoRE: Evaluating Logical Reasoning of Large Language Models Hanmeng Liu Zhiyang Teng Ruoxi Ning Jian Liu Qiji Zhou Yuexin Zhang Yue Zhang ReLM ELM LRM 55 6 0 13 Oct 2023
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment Boyang Xue Weichao Wang Hongru Wang Fei Mi Rui Wang Yasheng Wang Lifeng Shang Xin Jiang Qun Liu Kam-Fai Wong KELM HILM 211 15 0 12 Oct 2023
The Limits of ChatGPT in Extracting Aspect-Category-Opinion-Sentiment Quadruples: A Comparative Analysis Xiancai Xu Jia-Dong Zhang Rongchang Xiao Lei Xiong 20 5 0 10 Oct 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 48 41 0 09 Oct 2023
CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation Weixiang Yan Yuchen Tian Yunzhe Li Qian Chen Wen Wang 18 35 0 08 Oct 2023
Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection Beizhe Hu Qiang Sheng Juan Cao Yuhui Shi Yang Li Danding Wang Peng Qi 24 80 0 21 Sep 2023
Knowledge Graph Question Answering for Materials Science (KGQA4MAT): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (MOF-KG) Using LLM Yuan An Jane Greenberg Alexander Kalinowski Xintong Zhao Xiaohua Hu F. Uribe-Romo Kyle Langlois Jacob Furst Diego A. Gómez-Gualdrón 10 3 0 20 Sep 2023
Rethinking STS and NLI in Large Language Models Yuxia Wang Minghan Wang Preslav Nakov LRM 12 3 0 16 Sep 2023
Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity Joseph Gatto Omar Sharif Parker Seegmiller Philip Bohlman S. Preum 6 7 0 12 Sep 2023
CrisisTransformers: Pre-trained language models and sentence encoders for crisis-related social media texts Rabindra Lamsal M. Read S. Karunasekera 6 13 0 11 Sep 2023
Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis LI DU Yequan Wang Xingrun Xing Yiqun Ya Xiang Li Xin Jiang Xuezhi Fang HILM 15 12 0 11 Sep 2023
The Impact of Artificial Intelligence on the Evolution of Digital Education: A Comparative Study of OpenAI Text Generation Tools including ChatGPT, Bing Chat, Bard, and Ernie Negin Yazdani Motlagh Matin Khajavi Abbas Sharifi M. Ahmadi 9 25 0 05 Sep 2023
Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models Qingyue Wang Y. Fu Yanan Cao Zhiliang Tian Shi Wang Dacheng Tao LLMAG KELM RALM 39 22 0 29 Aug 2023
A Wide Evaluation of ChatGPT on Affective Computing Tasks Mostafa M. Amin Rui Mao Erik Cambria Björn W. Schuller AI4MH 10 18 0 26 Aug 2023
Can Linguistic Knowledge Improve Multimodal Alignment in Vision-Language Pretraining? Fei-Yue Wang Liang Ding Jun Rao Ye Liu Li Shen Changxing Ding 14 15 0 24 Aug 2023
Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data Xuhai Xu Bingsheng Yao Yu Dong Saadia Gabriel Hongfeng Yu James A. Hendler Marzyeh Ghassemi A. Dey Dakuo Wang LM&MA CLL AI4MH 27 64 0 26 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 10 20 0 09 Jul 2023
Can ChatGPT's Responses Boost Traditional Natural Language Processing? Mostafa M. Amin Erik Cambria Björn W. Schuller AI4MH 11 11 0 06 Jul 2023
PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization Yidong Wang Zhuohao Yu Zhengran Zeng Linyi Yang Cunxiang Wang ... Jindong Wang Xingxu Xie Wei Ye Shi-Bo Zhang Yue Zhang ALM ELM 30 138 0 08 Jun 2023
Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking Qingyue Wang Liang Ding Yanan Cao Yibing Zhan Zheng Lin Shi Wang Dacheng Tao Li Guo MoMe MoE 11 11 0 01 Jun 2023
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets Md Tahmid Rahman Laskar M Saiful Bari Mizanur Rahman Md Amran Hossen Bhuiyan Shafiq R. Joty J. Huang LM&MA ELM ALM 31 175 0 29 May 2023
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation Niels Mündler Jingxuan He Slobodan Jenko Martin Vechev HILM 8 107 0 25 May 2023
ChatAgri: Exploring Potentials of ChatGPT on Cross-linguistic Agricultural Text Classification Biao Zhao Weiqiang Jin Javier Del Ser Guangyao Yang 16 55 0 24 May 2023
Sentiment Analysis in the Era of Large Language Models: A Reality Check Wenxuan Zhang Yue Deng Bing-Quan Liu Sinno Jialin Pan Lidong Bing AI4MH 16 259 0 24 May 2023
GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP Md. Tawkat Islam Khondaker Abdul Waheed El Moatez Billah Nagoudi Muhammad Abdul-Mageed ELM LM&MA 13 60 0 24 May 2023
Simple Linguistic Inferences of Large Language Models (LLMs): Blind Spots and Blinds Victoria Basmov Yoav Goldberg Reut Tsarfaty ReLM LRM 11 4 0 24 May 2023