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Do Prompt-Based Models Really Understand the Meaning of their Prompts?

2 September 2021

Papers citing "Do Prompt-Based Models Really Understand the Meaning of their Prompts?"

50 / 277 papers shown

Title
Machine Unlearning in Generative AI: A Survey Zheyuan Liu Guangyao Dou Zhaoxuan Tan Yijun Tian Meng Jiang MU 307 43 0 30 Jul 2024
GPT Assisted Annotation of Rhetorical and Linguistic Features for Interpretable Propaganda Technique Detection in News Text Kyle Hamilton Luca Longo Bojan Bozic 187 1 0 16 Jul 2024
Open (Clinical) LLMs are Sensitive to Instruction Phrasings Alberto Mario Ceballos Arroyo Monica Munnangi Jiuding Sun Karen Y.C. Zhang Denis Jered McInerney Byron C. Wallace Silvio Amir LM&MA 169 16 0 12 Jul 2024
Enhancing the Capability and Robustness of Large Language Models through Reinforcement Learning-Driven Query Refinement Zisu Huang Xiaohua Wang Feiran Zhang Zhibo Xu Cenyuan Zhang Qi Qian Xiaoqing Zheng Qi Zhang AAML LRM 466 5 0 01 Jul 2024
PrExMe! Large Scale Prompt Exploration of Open Source LLMs for Machine Translation and Summarization Evaluation Christoph Leiter Steffen Eger 213 16 0 26 Jun 2024
It Is Not About What You Say, It Is About How You Say It: A Surprisingly Simple Approach for Improving Reading Comprehension Sagi Shaier Lawrence E Hunter Katharina von der Wense 240 4 0 24 Jun 2024
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking Can Jin Hongwu Peng Shiyu Zhao Zhenting Wang Wujiang Xu Ligong Han Jiahui Zhao Kai Zhong Sanguthevar Rajasekaran Dimitris N. Metaxas KELM 457 49 0 20 Jun 2024
Text Serialization and Their Relationship with the Conventional Paradigms of Tabular Machine Learning Kyoka Ono Simon A. Lee LMTD 199 11 0 19 Jun 2024
A Personalised Learning Tool for Physics Undergraduate Students Built On a Large Language Model for Symbolic Regression Yufan Zhu Zi-Yu Khoo Jonathan Sze Choong Low Stephane Bressan AI4Ed 314 4 0 17 Jun 2024
Probing the Decision Boundaries of In-context Learning in Large Language Models Siyan Zhao Tung Nguyen Aditya Grover 367 18 0 17 Jun 2024
Effective Generative AI: The Human-Algorithm Centaur S. Saghafian Lihi Idan 212 12 0 16 Jun 2024
Bayesian Statistical Modeling with Predictors from LLMs Michael Franke Polina Tsvilodub Fausto Carcassi 172 7 0 13 Jun 2024
Talking Heads: Understanding Inter-layer Communication in Transformer Language Models Jack Merullo Carsten Eickhoff Ellie Pavlick 511 30 0 13 Jun 2024
Do Prompts Really Prompt? Exploring the Prompt Understanding Capability of WhisperSpoken Language Technology Workshop (SLT), 2024 Chih-Kai Yang Kuan Po Huang Hung-yi Lee 350 8 0 09 Jun 2024
Are LLMs classical or nonmonotonic reasoners? Lessons from generics Alina Leidinger R. Rooij Ekaterina Shutova LRM 282 9 0 05 Jun 2024
Towards Rationality in Language and Multimodal Agents: A Survey Bowen Jiang Yangxinyu Xie Xiaomeng Wang Yuan Yuan Camillo J Taylor Tanwi Mallick Weijie J. Su Camillo J. Taylor Tanwi Mallick LLMAG 326 4 0 01 Jun 2024
FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing Kai Huang Wei Gao 205 3 0 24 May 2024
From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks Jacob Russin Sam Whitman McGrath Danielle J. Williams AI4CE 489 6 0 24 May 2024
Lessons from the Trenches on Reproducible Evaluation of Language Models Stella Biderman Hailey Schoelkopf Lintang Sutawika Leo Gao J. Tow ... Xiangru Tang Kevin A. Wang Genta Indra Winata Franccois Yvon Andy Zou ELM ALM 333 99 3 23 May 2024
CIVICS: Building a Dataset for Examining Culturally-Informed Values in Large Language Models Giada Pistilli Alina Leidinger Yacine Jernite Atoosa Kasirzadeh A. Luccioni Margaret Mitchell 307 6 0 22 May 2024
Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques Siva Rajesh Kasa Aniket Goel Karan Gupta Sumegh Roychowdhury Anish Bhanushali Nikhil Pattisapu Prasanna Srinivasa Murthy 237 6 0 20 May 2024
MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation Dongjun Lee Choongwon Park Jaehyuk Kim Heesoo Park 258 92 0 13 May 2024
ACORN: Aspect-wise Commonsense Reasoning Explanation Evaluation Ana Brassard Benjamin Heinzerling Keito Kudo Keisuke Sakaguchi Kentaro Inui LRM 123 3 0 08 May 2024
Learning To See But Forgetting To Follow: Visual Instruction Tuning Makes LLMs More Prone To Jailbreak Attacks Georgios Pantazopoulos Amit Parekh Malvina Nikandrou Alessandro Suglia 243 10 0 07 May 2024
A Human-Computer Collaborative Tool for Training a Single Large Language Model Agent into a Network through Few Examples Lihang Pan Yuxuan Li Chun Yu Yuanchun Shi LLMAG 172 2 0 24 Apr 2024
What Makes Multimodal In-Context Learning Work? Folco Bertini Baldassini Mustafa Shukor Matthieu Cord Laure Soulier Benjamin Piwowarski 388 36 0 24 Apr 2024
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding Chunkit Chan Cheng Jiayang Yauwai Yim Zheye Deng Wei Fan Haoran Li Xin Liu Hongming Zhang Weiqi Wang Yangqiu Song LLMAG 219 37 0 21 Apr 2024
Reinforcement of Explainability of ChatGPT Prompts by Embedding Breast Cancer Self-Screening Rules into AI Responses Yousef Khan Ahmed Abdeen Hamed 134 2 0 21 Apr 2024
CAUS: A Dataset for Question Generation based on Human Cognition Leveraging Large Language Models Minjung Shin Donghyun Kim Jeh-Kwang Ryu LRM 155 2 0 18 Apr 2024
Epigraphics: Message-Driven Infographics Authoring Tongyu Zhou Jeff Huang G. Chan 175 12 0 15 Apr 2024
LLMs in Biomedicine: A study on clinical Named Entity Recognition Masoud Monajatipoor Jiaxin Yang Joel Stremmel Melika Emami Fazlolah Mohaghegh Mozhdeh Rouhsedaghat Kai-Wei Chang LM&MA 230 25 0 10 Apr 2024
uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers?International Workshop on Semantic Evaluation (SemEval), 2024 Pouya Sadeghi Amirhossein Abaskohi Yadollah Yaghoobzadeh LRM ReLM 209 2 0 03 Apr 2024
Deconstructing In-Context Learning: Understanding Prompts via CorruptionInternational Conference on Language Resources and Evaluation (LREC), 2024 Namrata Shivagunde Vladislav Lialin Sherin Muckatira Anna Rumshisky 296 8 0 02 Apr 2024
Token-Efficient Leverage Learning in Large Language Models Yuanhao Zeng Min Wang Yihang Wang Yingxia Shao 222 2 0 01 Apr 2024
On-the-fly Definition Augmentation of LLMs for Biomedical NER Monica Munnangi Sergey Feldman Byron C. Wallace Silvio Amir Kyle Lo Aakanksha Naik 327 20 0 29 Mar 2024
Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation Yutong He Avi Schwarzschild Naoki Murata Yiding Jiang J. Williams George Pappas Hamed Hassani Yuki Mitsufuji Ruslan Salakhutdinov J. Zico Kolter DiffM 274 8 0 28 Mar 2024
Monotonic Paraphrasing Improves Generalization of Language Model PromptingConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Qin Liu Fei Wang Nan Xu Tianyi Yan Tao Meng Muhao Chen LRM 283 10 0 24 Mar 2024
LAMPER: LanguAge Model and Prompt EngineeRing for zero-shot time series classification Zhicheng Du Zhaotian Xie Yan Tong Peiwu Qin AI4TS 60 2 0 23 Mar 2024
Improving the Robustness of Large Language Models via Consistency Alignment Zhao Yukun Lingyong Yan Weiwei Sun Guoliang Xing Shuaiqiang Wang Meng Chong Zhicong Cheng Zhaochun Ren Yin Dawei 191 43 0 21 Mar 2024
Genetic Auto-prompt Learning for Pre-trained Code Intelligence Language Models Chengzhe Feng Yanan Sun Ke Li Pan Zhou Jiancheng Lv Aojun Lu 289 3 0 20 Mar 2024
Third-Party Language Model Performance Prediction from Instruction Rahul Nadkarni Yizhong Wang Noah A. Smith ELM LRM 141 0 0 19 Mar 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Kushagra Pandey Robert Bamler Sina Daubener ... Yixin Wang F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin 728 40 0 28 Feb 2024
Beyond prompt brittleness: Evaluating the reliability and consistency of political worldviews in LLMs Tanise Ceron Neele Falk Ana Barić Dmitry Nikolaev Sebastian Padó 247 34 0 27 Feb 2024
Prompt Perturbation Consistency Learning for Robust Language Models Yao Qiang Subhrangshu Nandi Ninareh Mehrabi Greg Ver Steeg Anoop Kumar Anna Rumshisky Aram Galstyan 297 26 0 24 Feb 2024
Look Before You Leap: Problem Elaboration Prompting Improves Mathematical Reasoning in Large Language Models Haoran Liao Jidong Tian Shaohua Hu Hao He Yaohui Jin ReLM LRM 210 1 0 24 Feb 2024
On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices Branislav Pecher Ivan Srba Maria Bielikova 233 5 0 20 Feb 2024
Do Pre-Trained Language Models Detect and Understand Semantic Underspecification? Ask the DUST! Frank Wildenburg Michael Hanna Sandro Pezzelle 142 5 0 19 Feb 2024
Solving Data-centric Tasks using Large Language Models Shraddha Barke Christian Poelitz Carina Negreanu Ben Zorn J. Cambronero ... Nadia Polikarpova Advait Sarkar Brian Slininger N. Toronto Jack Williams 156 4 0 18 Feb 2024
Understanding In-Context Learning with a Pelican Soup Framework Ting-Rui Chiang Dani Yogatama 151 4 0 16 Feb 2024
Can we Soft Prompt LLMs for Graph Learning Tasks? Zheyuan Liu Xiaoxin He Yijun Tian Nitesh Chawla 263 56 0 15 Feb 2024