Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

28 July 2021

Graham Neubig

Papers citing "Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing"

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UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models Yue Jiang Qin Chao Yile Chen Xiucheng Li Shuai Liu Gao Cong 38 5 0 18 Jun 2024
A Complete Survey on LLM-based AI Chatbots Sumit Kumar Dam Choong Seon Hong Yu Qiao Chaoning Zhang 59 52 0 17 Jun 2024
Are Large Language Models a Good Replacement of Taxonomies? Yushi Sun Hao Xin Kai Sun Yongjun Xu Xiao Yang Xin Luna Dong Nan Tang Lei Chen AI4MH 38 7 0 17 Jun 2024
Improving Large Models with Small models: Lower Costs and Better Performance Dong Chen Shuo Zhang Yueting Zhuang Siliang Tang Qidong Liu Hua Wang Mingliang Xu 45 4 0 15 Jun 2024
LLM-Mediated Domain-Specific Voice Agents: The Case of TextileBot Shu Zhong Elia Gatti James Hardwick Miriam Ribul Youngjun Cho Marianna Obrist 46 3 0 15 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 60 2 0 15 Jun 2024
CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding Libo Qin Fuxuan Wei Qiguang Chen Jingxuan Zhou Shijue Huang Jiasheng Si Wenpeng Lu Wanxiang Che LRM VLM 42 0 0 15 Jun 2024
Task Facet Learning: A Structured Approach to Prompt Optimization Gurusha Juneja Nagarajan Natarajan Hua Li Hua Li Jian Jiao Amit Sharma 53 7 0 15 Jun 2024
Large Language Models as Software Components: A Taxonomy for LLM-Integrated Applications Irene Weber 43 7 0 13 Jun 2024
Talking Heads: Understanding Inter-layer Communication in Transformer Language Models Jack Merullo Carsten Eickhoff Ellie Pavlick 58 13 0 13 Jun 2024
Prompt-Based Length Controlled Generation with Multiple Control Types Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 26 6 0 12 Jun 2024
TextGrad: Automatic "Differentiation" via Text Mert Yuksekgonul Federico Bianchi Joseph Boen Sheng Liu Zhi Huang Carlos Guestrin James Zou LLMAG OOD AI4CE 46 33 0 11 Jun 2024
Advancing Annotation of Stance in Social Media Posts: A Comparative Analysis of Large Language Models and Crowd Sourcing Mao Li Frederick Conrad 45 1 0 11 Jun 2024
An LLM-Assisted Easy-to-Trigger Backdoor Attack on Code Completion Models: Injecting Disguised Vulnerabilities against Strong Detection Shenao Yan Shen Wang Yue Duan Hanbin Hong Kiho Lee Doowon Kim Yuan Hong AAML SILM 43 17 0 10 Jun 2024
Multi-Prompting Decoder Helps Better Language Understanding Zifeng Cheng Zhaoling Chen Zhiwei Jiang Yafeng Yin Shiping Ge Yuliang Liu Qing Gu AI4CE 50 1 0 10 Jun 2024
Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions Cheng Tan Dongxin Lyu Siyuan Li Zhangyang Gao Jingxuan Wei Siqi Ma Zicheng Liu Stan Z. Li LLMAG 48 10 0 09 Jun 2024
CRAG -- Comprehensive RAG Benchmark Xiao Yang Kai Sun Hao Xin Yushi Sun Nikita Bhalla ... Nirav Shah Rakesh Wanga Anuj Kumar Wen-tau Yih Xin Luna Dong 26 24 0 07 Jun 2024
A Recover-then-Discriminate Framework for Robust Anomaly Detection Peng-Fei Xing Dong Zhang Jinhui Tang Zechao li 42 1 0 07 Jun 2024
llmNER: (Zero\|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models F. Villena Luis Miranda Claudio Aracena 58 2 0 06 Jun 2024
Spontaneous Speech-Based Suicide Risk Detection Using Whisper and Large Language Models Ziyun Cui Chang Lei Wen Wu Yinan Duan Diyang Qu Ji Wu Runsen Chen Chao Zhang 36 2 0 06 Jun 2024
POEM: Interactive Prompt Optimization for Enhancing Multimodal Reasoning of Large Language Models Jianben He Xingbo Wang Shiyi Liu Guande Wu Claudio Silva Huamin Qu LRM 37 2 0 06 Jun 2024
Learning Visual Prompts for Guiding the Attention of Vision Transformers Razieh Rezaei Masoud Jalili Sabet Jindong Gu Daniel Rueckert Philip Torr Ashkan Khakzar 34 5 0 05 Jun 2024
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning Man Liu H. Bai Feng Li Chunjie Zhang Yunchao Wei Meng Wang Tat-Seng Chua VLM 51 0 0 05 Jun 2024
Boosting Vision-Language Models with Transduction Maxime Zanella Benoît Gérin Ismail Ben Ayed VLM 42 5 0 03 Jun 2024
The Life Cycle of Large Language Models: A Review of Biases in Education Jinsook Lee Yann Hicke Renzhe Yu Christopher A. Brooks René F. Kizilcec AI4Ed 42 1 0 03 Jun 2024
Few-Shot Classification of Interactive Activities of Daily Living (InteractADL) Zane Durante Robathan Harries Edward Vendrow Zelun Luo Yuta Kyuragi Kazuki Kozuka Fei-Fei Li Ehsan Adeli VLM 27 0 0 03 Jun 2024
DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection Zhi-Hua Zhou Ming Yang Jiang-Xin Shi Lan-Zhe Guo Yu-Feng Li OODD VLM 36 4 0 01 Jun 2024
Large Language Models are Zero-Shot Next Location Predictors Ciro Beneduce Bruno Lepri Massimiliano Luca 41 8 0 31 May 2024
GAMedX: Generative AI-based Medical Entity Data Extractor Using Large Language Models Mohammed-Khalil Ghali Abdelrahman Farrag Hajar Sakai Hicham El Baz Yu Jin Sarah Lam LM&MA MedIm 40 8 0 31 May 2024
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation Pengyu Jie Wanquan Liu Chenqiang Gao Yihui Wen Rui He Pengcheng Li Jintao Zhang Deyu Meng 30 0 0 30 May 2024
Expert-Guided Extinction of Toxic Tokens for Debiased Generation Xueyao Sun Kaize Shi Haoran Tang Guandong Xu Qing Li MU 43 1 0 29 May 2024
Genshin: General Shield for Natural Language Processing with Large Language Models Xiao Peng Tao Liu Ying Wang AI4CE AAML 16 0 0 29 May 2024
Adapting Differential Molecular Representation with Hierarchical Prompts for Multi-label Property Prediction Linjia Kang Songhua Zhou Shuyan Fang Shichao Liu Wen Zhang AI4CE 52 3 0 29 May 2024
Unleashing the Potential of Text-attributed Graphs: Automatic Relation Decomposition via Large Language Models Hyunjin Seo Taewon Kim J. Yang Eunho Yang 47 0 0 28 May 2024
Low-Rank Few-Shot Adaptation of Vision-Language Models Maxime Zanella Ismail Ben Ayed OffRL VLM 56 29 0 28 May 2024
HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning Shengchao Hu Ziqing Fan Li Shen Ya Zhang Yanfeng Wang Dacheng Tao OffRL 45 9 0 28 May 2024
MultiADE: A Multi-domain Benchmark for Adverse Drug Event Extraction Xiang Dai Sarvnaz Karimi Abeed Sarker Ben Hachey Cécile Paris 32 1 0 28 May 2024
Cross-Context Backdoor Attacks against Graph Prompt Learning Xiaoting Lyu Yufei Han Wei Wang Hangwei Qian Ivor Tsang Xiangliang Zhang SILM AAML 46 15 0 28 May 2024
FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction Zhonghang Li Lianghao Xia Yong-mei Xu Chao Huang OOD AI4TS 50 11 0 28 May 2024
Safety Control of Service Robots with LLMs and Embodied Knowledge Graphs Yong Qi Gabriel Kyebambo Siyuan Xie Wei Shen Shenghui Wang Bitao Xie Bin He Zhipeng Wang Shuo Jiang 40 2 0 28 May 2024
Diffusion Model Patching via Mixture-of-Prompts Seokil Ham Sangmin Woo Jin-Young Kim Hyojun Go Byeongjun Park Changick Kim VLM 34 2 0 28 May 2024
BWArea Model: Learning World Model, Inverse Dynamics, and Policy for Controllable Language Generation Chengxing Jia Pengyuan Wang Ziniu Li Yi-Chen Li Zhilong Zhang Nan Tang Yang Yu OffRL 39 1 0 27 May 2024
AMGPT: a Large Language Model for Contextual Querying in Additive Manufacturing Achuth Chandrasekhar Jonathan Chan Francis Ogoke Olabode T. Ajenifujah A. Farimani 25 9 0 24 May 2024
Learning from True-False Labels via Multi-modal Prompt Retrieving Zhongnian Li Jinghao Xu Peng Ying Meng Wei Tongfeng Sun Xinzheng Xu 35 0 0 24 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 82 43 0 23 May 2024
AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents Christopher Rawles Sarah Clinckemaillie Yifan Chang Jonathan Waltz Gabrielle Lau ... Daniel Toyama Robert Berry Divya Tyamagundlu Timothy Lillicrap Oriana Riva LLMAG 69 44 0 23 May 2024
Rehearsal-free Federated Domain-incremental Learning Rui Sun Haoran Duan Jiahua Dong Varun Ojha Tejal Shah R. Ranjan CLL 43 1 0 22 May 2024
PathOCL: Path-Based Prompt Augmentation for OCL Generation with GPT-4 Seif Abukhalaf Mohammad Hamdaqa Foutse Khomh LLMAG 30 6 0 21 May 2024
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data Xinyi Wang Grazziela Figueredo Ruizhe Li W. Zhang Weitong Chen Xin Chen MedIm ViT 49 2 0 21 May 2024
Prompt Learning for Generalized Vehicle Routing Fei Liu Xi Lin Weiduo Liao Zhenkun Wang Qingfu Zhang Xialiang Tong Mingxuan Yuan VLM 42 3 0 20 May 2024