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"

36 / 136 papers shown

Title
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 29 62 0 24 May 2023
Simple Linguistic Inferences of Large Language Models (LLMs): Blind Spots and Blinds Victoria Basmov Yoav Goldberg Reut Tsarfaty ReLM LRM 24 5 0 24 May 2023
Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks Haoqi Zheng Qihuang Zhong Liang Ding Zhiliang Tian Xin-Yi Niu Dongsheng Li Dacheng Tao VLM 35 6 0 22 May 2023
ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness Ján Cegin Jakub Simko Peter Brusilovsky 37 42 0 22 May 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation Xiaowei Huang Wenjie Ruan Wei Huang Gao Jin Yizhen Dong ... Sihao Wu Peipei Xu Dengyu Wu André Freitas Mustafa A. Mustafa ALM 39 82 0 19 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 44 36 0 15 May 2023
ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations Chunkit Chan Cheng Jiayang Weiqi Wang Yuxin Jiang Tianqing Fang Xin Liu Yangqiu Song LRM 86 60 0 28 Apr 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 131 622 0 26 Apr 2023
CHEAT: A Large-scale Dataset for Detecting ChatGPT-writtEn AbsTracts Peipeng Yu Jiahan Chen Xuan Feng Zhihua Xia 60 40 0 24 Apr 2023
Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness Bo Li Gexiang Fang Yang Yang Quansen Wang Wei Ye Wen Zhao Shikun Zhang ELM AI4MH 19 157 0 23 Apr 2023
Why Does ChatGPT Fall Short in Providing Truthful Answers? Shen Zheng Jie Huang Kevin Chen-Chuan Chang HILM AI4MH 19 51 0 20 Apr 2023
Prompt-Learning for Cross-Lingual Relation Extraction Chiaming Hsu Changtong Zan Liang Ding Longyue Wang Xiaoting Wang Weifeng Liu Fu Lin Wenbin Hu LRM 26 5 0 20 Apr 2023
In ChatGPT We Trust? Measuring and Characterizing the Reliability of ChatGPT Xinyue Shen Z. Chen Michael Backes Yang Zhang 19 55 0 18 Apr 2023
Testing the Reliability of ChatGPT for Text Annotation and Classification: A Cautionary Remark Michael V. Reiss 19 77 0 17 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
Is ChatGPT a Good Sentiment Analyzer? A Preliminary Study Zengzhi Wang Qiming Xie Yi Feng Zixiang Ding Zinong Yang Rui Xia AI4MH LLMAG 19 146 0 10 Apr 2023
Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding Yuqing Wang Yun Zhao Linda R. Petzold AI4MH LM&MA ELM 32 50 0 09 Apr 2023
Towards Interpretable Mental Health Analysis with Large Language Models Kailai Yang Shaoxiong Ji Tianlin Zhang Qianqian Xie Zi-Zhou Kuang Sophia Ananiadou ELM AI4MH LRM 35 59 0 06 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
ChatGPT as a Factual Inconsistency Evaluator for Text Summarization Zheheng Luo Qianqian Xie Sophia Ananiadou ELM HILM ALM 33 73 0 27 Mar 2023
Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models Qingyu Lu Baopu Qiu Liang Ding Liping Xie Tom Kocmi Dacheng Tao LRM ALM ELM 26 107 0 24 Mar 2023
Towards Making the Most of ChatGPT for Machine Translation Keqin Peng Liang Ding Qihuang Zhong Li Shen Xuebo Liu Min Zhang Y. Ouyang Dacheng Tao LRM 88 210 0 24 Mar 2023
ChatGPT or Grammarly? Evaluating ChatGPT on Grammatical Error Correction Benchmark Hao Wu Wenxuan Wang Yuxuan Wan Wenxiang Jiao Michael Lyu ELM AI4MH 21 110 0 15 Mar 2023
Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family Yiming Tan Dehai Min Y. Li Wenbo Li Nan Hu Yongrui Chen Guilin Qi AI4MH ELM 49 95 0 14 Mar 2023
Does Synthetic Data Generation of LLMs Help Clinical Text Mining? Ruixiang Tang Xiaotian Han Xiaoqian Jiang Xia Hu LM&MA AI4MH SyDa 24 171 0 08 Mar 2023
Is ChatGPT a Good NLG Evaluator? A Preliminary Study Jiaan Wang Yunlong Liang Fandong Meng Zengkui Sun Haoxiang Shi Zhixu Li Jinan Xu Jianfeng Qu Jie Zhou LM&MA ELM ALM AI4MH 47 438 0 07 Mar 2023
ChatGPT: Beginning of an End of Manual Linguistic Data Annotation? Use Case of Automatic Genre Identification Taja Kuzman I. Mozetič Nikola Ljubesic 57 92 0 07 Mar 2023
Zero-Shot Cross-Lingual Summarization via Large Language Models Jiaan Wang Yunlong Liang Fandong Meng Beiqi Zou Zhixu Li Jianfeng Qu Jie Zhou ELM 21 28 0 28 Feb 2023
Representation Deficiency in Masked Language Modeling Yu Meng Jitin Krishnan Sinong Wang Qifan Wang Yuning Mao Han Fang Marjan Ghazvininejad Jiawei Han Luke Zettlemoyer 87 7 0 04 Feb 2023
Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning Barun Patra Saksham Singhal Shaohan Huang Zewen Chi Li Dong Furu Wei Vishrav Chaudhary Xia Song 56 23 0 26 Oct 2022
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao 46 27 0 30 May 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 322 4,077 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 367 8,495 0 28 Jan 2022
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018