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"

50 / 133 papers shown

Title
Hierarchical Multi-Label Generation with Probabilistic Level-Constraint Linqing Chen Weilei Wang Wentao Wu Hanmeng Zhong 24 0 0 30 Apr 2025
Entropy-Guided Watermarking for LLMs: A Test-Time Framework for Robust and Traceable Text Generation Shizhan Cai Liang Ding Dacheng Tao WaLM 47 0 0 16 Apr 2025
Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency E. J. Husom Arda Goknil Merve Astekin Lwin Khin Shar Andre Kåsen S. Sen Benedikt Andreas Mithassel Ahmet Soylu MQ 30 0 0 04 Apr 2025
Using large language models to produce literature reviews: Usages and systematic biases of microphysics parametrizations in 2699 publications Tianhang Zhang Shengnan Fu David M. Schultz Zhonghua Zheng AI4CE 45 0 0 27 Mar 2025
EmoGRACE: Aspect-based emotion analysis for social media data Christina Zorenböhmer Sebastian Schmidt Bernd Resch 34 0 0 19 Mar 2025
SINdex: Semantic INconsistency Index for Hallucination Detection in LLMs Samir Abdaljalil Hasan Kurban Parichit Sharma Erchin Serpedin Rachad Atat HILM 48 0 0 07 Mar 2025
Evaluating Implicit Bias in Large Language Models by Attacking From a Psychometric Perspective Yuchen Wen Keping Bi Wei Chen J. Guo Xueqi Cheng 66 1 0 20 Feb 2025
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Soumya Dutta Sriram Ganapathy 31 2 0 20 Jan 2025
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Yang Wang Chenghua Lin ELM 33 0 0 05 Jan 2025
Self-Evolution Knowledge Distillation for LLM-based Machine Translation Yuncheng Song Liang Ding Changtong Zan Shujian Huang 70 0 0 19 Dec 2024
Non-native speakers of English or ChatGPT: Who thinks better? Mohammed Q. Shormani LRM 70 0 0 30 Nov 2024
Topic Modeling and Sentiment Analysis on Japanese Online Media's Coverage of Nuclear Energy Yifan Sun Hirofumi Tsuruta Masaya Kumagai Ken Kurosaki MedIm 56 2 0 27 Nov 2024
A Comparative Analysis of Instruction Fine-Tuning LLMs for Financial Text Classification Sorouralsadat Fatemi Yuheng Hu Maryam Mousavi 23 0 0 04 Nov 2024
Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models He Cao Weidi Luo Zijing Liu Yu Wang Bing Feng Yuan Yao Yuan Yao Yu Li AAML 50 2 0 23 Oct 2024
Lifelong Event Detection via Optimal Transport Viet Dao Van-Cuong Pham Quyen Tran Thanh-Thien Le L. Van T. Nguyen CLL 26 0 0 11 Oct 2024
ChatGPT as a Solver and Grader of Programming Exams written in Spanish Pablo Fernández-Saborido Marcos Fernández-Pichel David E. Losada ELM 31 0 0 23 Sep 2024
$$\mathbb{USCD}$: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding$ $\mathbb{USCD}$ : Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding Shuai Wang Liang Ding Li Shen Yong Luo Zheng He Wei Yu Dacheng Tao 28 0 0 09 Sep 2024
Toward the Evaluation of Large Language Models Considering Score Variance across Instruction Templates Yusuke Sakai Adam Nohejl Jiangnan Hang Hidetaka Kamigaito Taro Watanabe ELM 31 0 0 22 Aug 2024
AI Act for the Working Programmer Holger Hermanns Anne Lauber-Rönsberg Philip Meinel Sarah Sterz Hanwei Zhang 20 1 0 23 Jul 2024
LLMs can be Dangerous Reasoners: Analyzing-based Jailbreak Attack on Large Language Models Shi Lin Rongchang Li Xun Wang Changting Lin Xun Wang Wenpeng Xing Meng Han Meng Han 45 3 0 23 Jul 2024
Encoder vs Decoder: Comparative Analysis of Encoder and Decoder Language Models on Multilingual NLU Tasks Dan S. Nielsen Kenneth Enevoldsen Peter Schneider-Kamp ELM 30 2 0 19 Jun 2024
Improving Zero-shot LLM Re-Ranker with Risk Minimization Xiaowei Yuan Zhao Yang Yequan Wang Jun Zhao Kang Liu 28 0 0 19 Jun 2024
Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification Martin Juan José Bucher Marco Martini ALM AI4MH 21 23 0 12 Jun 2024
Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey Hao-Yu Yang Yanyan Zhao Yang Wu Shilong Wang Tian Zheng Hongbo Zhang Zongyang Ma Wanxiang Che Bing Qin 28 8 0 12 Jun 2024
Uncertainty Aware Learning for Language Model Alignment Yikun Wang Rui Zheng Liang Ding Qi Zhang Dahua Lin Dacheng Tao 37 3 0 07 Jun 2024
Revisiting Catastrophic Forgetting in Large Language Model Tuning Hongyu Li Liang Ding Meng Fang Dacheng Tao CLL KELM 37 15 0 07 Jun 2024
CT-Eval: Benchmarking Chinese Text-to-Table Performance in Large Language Models Haoxiang Shi Jiaan Wang Jiarong Xu Cen Wang Tetsuya Sakai LMTD 21 0 0 20 May 2024
Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning Tianle Xia Liang Ding Guojia Wan Yibing Zhan Bo Du Dacheng Tao LRM 28 0 0 02 May 2024
To what extent is ChatGPT useful for language teacher lesson plan creation? A. Dornburg Kristin Davin 27 1 0 25 Apr 2024
Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Solvers for Math Word Problems Qihuang Zhong Kang Wang Ziyang Xu Juhua Liu Liang Ding Bo Du LRM AIMat 55 3 0 23 Apr 2024
MSciNLI: A Diverse Benchmark for Scientific Natural Language Inference Mobashir Sadat Cornelia Caragea 26 4 0 11 Apr 2024
Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies Alapan Kuila Sudeshna Sarkar 33 5 0 05 Apr 2024
Classifying Conspiratorial Narratives At Scale: False Alarms and Erroneous Connections Ahmad Diab Rr. Nefriana Yu-Ru Lin 19 3 0 29 Mar 2024
Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding Xintong Wang Jingheng Pan Liang Ding Christian Biemann MLLM 26 52 0 27 Mar 2024
The Unreasonable Ineffectiveness of the Deeper Layers Andrey Gromov Kushal Tirumala Hassan Shapourian Paolo Glorioso Daniel A. Roberts 38 79 0 26 Mar 2024
Building Accurate Translation-Tailored LLMs with Language Aware Instruction Tuning Changtong Zan Liang Ding Li Shen Yibing Zhen Weifeng Liu Dacheng Tao 44 9 0 21 Mar 2024
Leveraging Large Language Models to Detect npm Malicious Packages Nusrat Zahan Philipp Burckhardt Mikola Lysenko Feross Aboukhadijeh Laurie A. Williams 27 1 0 18 Mar 2024
Metaphor Understanding Challenge Dataset for LLMs Xiaoyu Tong Rochelle Choenni Martha Lewis Ekaterina Shutova 35 8 0 18 Mar 2024
Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction Ziyang Xu Keqin Peng Liang Ding Dacheng Tao Xiliang Lu 32 9 0 15 Mar 2024
VEglue: Testing Visual Entailment Systems via Object-Aligned Joint Erasing Zhiyuan Chang Mingyang Li Junjie Wang Cheng Li Qing Wang 22 0 0 05 Mar 2024
A Tutorial on the Pretrain-Finetune Paradigm for Natural Language Processing Yu Wang Wen Qu 19 0 0 04 Mar 2024
Hypertext Entity Extraction in Webpage Yifei Yang Tianqiao Liu Bo Shao Hai Zhao Linjun Shou Ming Gong Daxin Jiang 28 0 0 04 Mar 2024
Adversarial Testing for Visual Grounding via Image-Aware Property Reduction Zhiyuan Chang Mingyang Li Junjie Wang Cheng Li Boyu Wu Fanjiang Xu Qing Wang AAML 28 0 0 02 Mar 2024
Extreme Miscalibration and the Illusion of Adversarial Robustness Vyas Raina Samson Tan V. Cevher Aditya Rawal Sheng Zha George Karypis AAML 33 2 0 27 Feb 2024
LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments Junzhe Chen Xuming Hu Shuodi Liu Shiyu Huang Weijuan Tu Zhaofeng He Lijie Wen ELM LLMAG 38 9 0 26 Feb 2024
PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs An Liu Zonghan Yang Zhenhe Zhang Qingyuan Hu Peng Li Ming Yan Ji Zhang Fei Huang Yang Janet Liu ALM 28 2 0 20 Feb 2024
Reflect-RL: Two-Player Online RL Fine-Tuning for LMs Runlong Zhou Simon S. Du Beibin Li OffRL 25 3 0 20 Feb 2024
Revisiting Knowledge Distillation for Autoregressive Language Models Qihuang Zhong Liang Ding Li Shen Juhua Liu Bo Du Dacheng Tao KELM 31 15 0 19 Feb 2024
ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao LM&MA 31 22 0 19 Feb 2024
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models Yougang Lyu Lingyong Yan Shuaiqiang Wang Haibo Shi Dawei Yin Pengjie Ren Zhumin Chen Maarten de Rijke Zhaochun Ren 16 5 0 17 Feb 2024