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BERTese: Learning to Speak to BERT

9 March 2021

Papers citing "BERTese: Learning to Speak to BERT"

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Title
Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce Haojin Wang Zining Zhu Freda Shi 61 0 0 18 May 2025
Differentiable Prompt Learning for Vision Language Models Zhenhan Huang Tejaswini Pedapati Pin-Yu Chen Jianxi Gao VLM 90 0 0 03 Jan 2025
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model Yuanbo Wen Tao Gao Ziqi Li Jing Zhang Kaihao Zhang Ting Chen VLM DiffM 100 1 0 12 Nov 2024
Enhancing Fact Retrieval in PLMs through Truthfulness Paul Youssef Jorg Schlotterer C. Seifert KELM HILM 52 0 0 17 Oct 2024
Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs Zhuo Li Yuhao Du Jinpeng Hu Xiang Wan Anningzhe Gao 73 2 0 03 Sep 2024
Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning Yingjin Song Denis Paperno Albert Gatt 61 0 0 12 Aug 2024
CoAPT: Context Attribute words for Prompt Tuning Gun Lee Subin An Sungyong Baik Soochahn Lee VPVLM VLM 62 1 0 18 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 Xuanjing Huang AAML LRM 104 4 0 01 Jul 2024
Prompt Refinement with Image Pivot for Text-to-Image Generation Jingtao Zhan Qingyao Ai Yiqun Liu Yingwei Pan Ting Yao Jiaxin Mao Shaoping Ma Tao Mei EGVM 84 4 0 28 Jun 2024
Mining Open Semantics from CLIP: A Relation Transition Perspective for Few-Shot Learning Cilin Yan Haochen Wang Xiaolong Jiang Feng-Long Xie Xu Tang Guoliang Kang E. Gavves VLM 79 0 0 17 Jun 2024
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models Chengzhengxu Li Xiaoming Liu Zhaohan Zhang Yichen Wang Chen Liu Y. Lan Chao Shen 142 4 0 15 Jun 2024
A User-Friendly Framework for Generating Model-Preferred Prompts in Text-to-Image Synthesis Nailei Hei Qianyu Guo Zihao Wang Yan Wang Haofen Wang Wenqiang Zhang DiffM 67 2 0 20 Feb 2024
FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema Junru Lu Siyu An Min Zhang Yulan He Di Yin Xing Sun 127 2 0 19 Feb 2024
PAP-REC: Personalized Automatic Prompt for Recommendation Language Model Zelong Li Jianchao Ji Yingqiang Ge Wenyue Hua Yongfeng Zhang 64 6 0 01 Feb 2024
Beyond Numbers: Creating Analogies to Enhance Data Comprehension and Communication with Generative AI Qing Chen Wei Shuai Jiyao Zhang Zhida Sun Nana Cao 55 15 0 31 Jan 2024
SocraSynth: Multi-LLM Reasoning with Conditional Statistics Edward Y. Chang LLMAG LRM 82 8 0 19 Jan 2024
PRewrite: Prompt Rewriting with Reinforcement Learning Weize Kong Spurthi Amba Hombaiah Mingyang Zhang Qiaozhu Mei Michael Bendersky LLMAG 54 17 0 16 Jan 2024
Revisiting Few-Shot Object Detection with Vision-Language Models Anish Madan Neehar Peri Shu Kong Deva Ramanan VLM 101 11 0 22 Dec 2023
A Survey on Prompting Techniques in LLMs Prabin Bhandari 48 7 0 28 Nov 2023
Graph Prompt Learning: A Comprehensive Survey and Beyond Xiangguo Sun Jiawen Zhang Xixi Wu Hong Cheng Yun Xiong Jia Li 108 58 0 28 Nov 2023
ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models Xinyu Tian Shu Zou Zhaoyuan Yang Jing Zhang VLM 95 25 0 27 Nov 2023
Plum: Prompt Learning using Metaheuristic Boyao Wang Shuo Xing Shizhe Diao Wenhe Sun Xiang Liu Kashun Shum Renjie Pi Jipeng Zhang Tong Zhang VLM OffRL LRM 80 6 0 14 Nov 2023
Simple and Effective Input Reformulations for Translation Brian Yu Hansen Lillemark Kurt Keutzer 69 0 0 12 Nov 2023
Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models Paul Youssef Osman Alperen Koracs Meijie Li Jorg Schlotterer Christin Seifert KELM 81 19 0 25 Oct 2023
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models Yuanfeng Song Yuanqin He Xuefang Zhao Hanlin Gu Di Jiang Haijun Yang Lixin Fan Qiang Yang 69 6 0 24 Oct 2023
Do Language Models Learn about Legal Entity Types during Pretraining? Claire Barale Michael Rovatsos Nehal Bhuta ELM 54 2 0 19 Oct 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Saizhuo Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 152 9 0 07 Oct 2023
Prompting-based Temporal Domain Generalization Sepidehsadat Hosseini Mengyao Zhai Hossein Hajimirsadegh Frederick Tung AI4TS AI4CE OOD 77 0 0 03 Oct 2023
Learning to Rewrite Prompts for Personalized Text Generation Cheng-rong Li Mingyang Zhang Qiaozhu Mei Weize Kong Michael Bendersky LLMAG 84 25 0 29 Sep 2023
A Practical Survey on Zero-shot Prompt Design for In-context Learning Yinheng Li LRM 69 52 0 22 Sep 2023
Towards Ontology Construction with Language Models Maurice Funk Simon Hosemann J. C. Jung Carsten Lutz LRM 85 36 0 18 Sep 2023
Language Models as Black-Box Optimizers for Vision-Language Models Shihong Liu Zhiqiu Lin Samuel Yu Ryan Lee Tiffany Ling Deepak Pathak Deva Ramanan VLM 124 30 0 12 Sep 2023
BatchPrompt: Accomplish more with less Jianzhe Lin Maurice Diesendruck Liang Du Robin Abraham LRM 96 10 0 01 Sep 2023
WorldSmith: Iterative and Expressive Prompting for World Building with a Generative AI Hai Dang Frederik Brudy G. Fitzmaurice Fraser Anderson 65 29 0 25 Aug 2023
LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language Models Anmol Nayak Hariprasad Timmapathini 55 4 0 25 Aug 2023
Dialogue for Prompting: a Policy-Gradient-Based Discrete Prompt Generation for Few-shot Learning Chengzhengxu Li Xiaoming Liu Yichen Wang Duyi Li Y. Lan Chao Shen 83 6 0 14 Aug 2023
Large Language Models, scientific knowledge and factuality: A systematic analysis in antibiotic discovery Magdalena Wysocka Oskar Wysocki Maxime Delmas V. Mutel André Freitas LM&MA 70 6 0 28 May 2023
PTP: Boosting Stability and Performance of Prompt Tuning with Perturbation-Based Regularizer Lichang Chen Heng-Chiao Huang Varun Madhavan AAML 176 12 0 03 May 2023
Learning to Plan with Natural Language Yiduo Guo Yaobo Liang Chenfei Wu Wenshan Wu Dongyan Zhao Nan Duan LLMAG LRM 66 5 0 20 Apr 2023
MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning Bohan Li Longxu Dou Yutai Hou Yunlong Feng Honglin Mu Qingfu Zhu Qinghua Sun Wanxiang Che VLM 74 4 0 19 Apr 2023
Unsupervised Improvement of Factual Knowledge in Language Models Nafis Sadeq Byungkyu Kang Prarit Lamba Julian McAuley KELM 83 7 0 04 Apr 2023
Task-Oriented Multi-Modal Mutual Leaning for Vision-Language Models Sifan Long Zhen Zhao Junkun Yuan Zichang Tan Jiangjiang Liu Luping Zhou Sheng-sheng Wang Jingdong Wang VLM 113 3 0 30 Mar 2023
PromptORE -- A Novel Approach Towards Fully Unsupervised Relation Extraction Pierre-Yves Genest Pierre-Edouard Portier Elöd Egyed-Zsigmond L. Goix LRM 86 14 0 24 Mar 2023
Data-centric Artificial Intelligence: A Survey Daochen Zha Zaid Pervaiz Bhat Kwei-Herng Lai Fan Yang Zhimeng Jiang Shaochen Zhong Helen Zhou 119 214 0 17 Mar 2023
The Life Cycle of Knowledge in Big Language Models: A Survey Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 95 28 0 14 Mar 2023
Choice Over Control: How Users Write with Large Language Models using Diegetic and Non-Diegetic Prompting Hai Dang Sven Goller Florian Lehmann Daniel Buschek AI4CE 148 77 0 06 Mar 2023
The Contribution of Knowledge in Visiolinguistic Learning: A Survey on Tasks and Challenges Maria Lymperaiou Giorgos Stamou VLM 99 4 0 04 Mar 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data Kashun Shum Shizhe Diao Tong Zhang ReLM LRM 117 138 0 24 Feb 2023
Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views Katerina Margatina Shuai Wang Yogarshi Vyas Neha Ann John Yassine Benajiba Miguel Ballesteros 68 17 0 23 Feb 2023
Active Prompting with Chain-of-Thought for Large Language Models Shizhe Diao Pengcheng Wang Yong Lin Tong Zhang ReLM KELM LLMAG LRM 131 133 0 23 Feb 2023