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

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

28 July 2021
Pengfei Liu
Weizhe Yuan
Jinlan Fu
Zhengbao Jiang
Hiroaki Hayashi
Graham Neubig
    VLMSyDa
ArXiv (abs)PDFHTML

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

50 / 1,829 papers shown
Title
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot
  Step-by-Step Universal Image Restorers
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers
Jin Cao
Deyu Meng
Xiangyong Cao
CLL
63
2
0
11 Oct 2024
Towards Cross-domain Few-shot Graph Anomaly Detection
Towards Cross-domain Few-shot Graph Anomaly Detection
Jiazhen Chen
Sichao Fu
Zhibin Zhang
Zheng Ma
M. Feng
T. Wirjanto
Qinmu Peng
108
2
0
11 Oct 2024
APOLLO: A GPT-based tool to detect phishing emails and generate
  explanations that warn users
APOLLO: A GPT-based tool to detect phishing emails and generate explanations that warn users
Giuseppe Desolda
Francesco Greco
Luca Viganò
66
4
0
10 Oct 2024
A Framework for Collaborating a Large Language Model Tool in
  Brainstorming for Triggering Creative Thoughts
A Framework for Collaborating a Large Language Model Tool in Brainstorming for Triggering Creative Thoughts
Hung-Fu Chang
Tong Li
KELMLLMAG
61
7
0
10 Oct 2024
GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language
  Models Through Traversing 2D Game Maps
GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps
Muhammad Umair Nasir
Steven D. James
Julian Togelius
ELMLRM
86
5
0
10 Oct 2024
Steering Large Language Models using Conceptors: Improving Addition-Based Activation Engineering
Steering Large Language Models using Conceptors: Improving Addition-Based Activation Engineering
Joris Postmus
Steven Abreu
LLMSV
370
3
0
09 Oct 2024
TuneVLSeg: Prompt Tuning Benchmark for Vision-Language Segmentation
  Models
TuneVLSeg: Prompt Tuning Benchmark for Vision-Language Segmentation Models
Rabin Adhikari
Safal Thapaliya
Manish Dhakal
Bishesh Khanal
MLLMVLM
77
0
0
07 Oct 2024
MM-R$^3$: On (In-)Consistency of Vision-Language Models (VLMs)
MM-R3^33: On (In-)Consistency of Vision-Language Models (VLMs)
Shih-Han Chou
Shivam Chandhok
James J. Little
Leonid Sigal
84
0
0
07 Oct 2024
On Efficient Variants of Segment Anything Model: A Survey
On Efficient Variants of Segment Anything Model: A Survey
Xiaorui Sun
Jing Liu
Jikang Cheng
Xiaofeng Zhu
Ping Hu
VLM
143
7
0
07 Oct 2024
Adaptive Question Answering: Enhancing Language Model Proficiency for
  Addressing Knowledge Conflicts with Source Citations
Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations
Sagi Shaier
Ari Kobren
Philip Ogren
HILM
88
10
0
05 Oct 2024
Persona Knowledge-Aligned Prompt Tuning Method for Online Debate
Persona Knowledge-Aligned Prompt Tuning Method for Online Debate
Chunkit Chan
Cheng Jiayang
Xin Liu
Yauwai Yim
Yuxin Jiang
Zheye Deng
Haoran Li
Yangqiu Song
Ginny Wong
Simon See
114
0
0
05 Oct 2024
PersoBench: Benchmarking Personalized Response Generation in Large
  Language Models
PersoBench: Benchmarking Personalized Response Generation in Large Language Models
Saleh Afzoon
Usman Naseem
Amin Beheshti
Zahra Jamali
61
4
0
04 Oct 2024
Can Language Models Take A Hint? Prompting for Controllable
  Contextualized Commonsense Inference
Can Language Models Take A Hint? Prompting for Controllable Contextualized Commonsense Inference
Pedro Colon-Hernandez
Nanxi Liu
Chelsea Joe
Peter Chin
Claire Yin
H. Lieberman
Yida Xin
C. Breazeal
ReLMLRM
65
1
0
03 Oct 2024
Financial Sentiment Analysis on News and Reports Using Large Language
  Models and FinBERT
Financial Sentiment Analysis on News and Reports Using Large Language Models and FinBERT
Yanxin Shen
Pulin Kirin Zhang
AIFin
61
11
0
02 Oct 2024
PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical
  Image Segmentation
PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation
Chuyan Zhang
Hao Zheng
Xin You
Yefeng Zheng
Yun Gu
VLMOODMedIm
91
1
0
02 Oct 2024
Khattat: Enhancing Readability and Concept Representation of Semantic
  Typography
Khattat: Enhancing Readability and Concept Representation of Semantic Typography
Ahmed Hussein
Alaa Elsetohy
Sama Hadhoud
Tameem Bakr
Yasser Rohaim
Badr AlKhamissi
VLM
83
0
0
01 Oct 2024
Artificial-Intelligence Generated Code Considered Harmful: A Road Map
  for Secure and High-Quality Code Generation
Artificial-Intelligence Generated Code Considered Harmful: A Road Map for Secure and High-Quality Code Generation
Chun Jie Chong
Zhihao Yao
Iulian Neamtiu
50
3
0
27 Sep 2024
Cascade Prompt Learning for Vision-Language Model Adaptation
Cascade Prompt Learning for Vision-Language Model Adaptation
Ge Wu
Xin Zhang
Zheng Li
Zhaowei Chen
Jiajun Liang
Jian Yang
Xiang Li
VLM
68
9
0
26 Sep 2024
Attention Prompting on Image for Large Vision-Language Models
Attention Prompting on Image for Large Vision-Language Models
Runpeng Yu
Weihao Yu
Xinchao Wang
VLM
102
11
0
25 Sep 2024
Federated Large Language Models: Current Progress and Future Directions
Federated Large Language Models: Current Progress and Future Directions
Yuhang Yao
Jianyi Zhang
Junda Wu
Chengkai Huang
Yu Xia
...
Ang Li
Lina Yao
Julian McAuley
Yiran Chen
Carlee Joe-Wong
FedMLAIFin
129
12
0
24 Sep 2024
Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition
Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition
Zheda Mai
Ping Zhang
Cheng-Hao Tu
Hong-You Chen
Li Zhang
Wei-Lun Chao
52
1
0
24 Sep 2024
Safe Guard: an LLM-agent for Real-time Voice-based Hate Speech Detection
  in Social Virtual Reality
Safe Guard: an LLM-agent for Real-time Voice-based Hate Speech Detection in Social Virtual Reality
Yiwen Xu
Qinyang Hou
Hongyu Wan
Mirjana Prpa
70
1
0
23 Sep 2024
RMCBench: Benchmarking Large Language Models' Resistance to Malicious
  Code
RMCBench: Benchmarking Large Language Models' Resistance to Malicious Code
Jiachi Chen
Qingyuan Zhong
Yanlin Wang
Kaiwen Ning
Yongkun Liu
Zenan Xu
Zhe Zhao
Ting Chen
Zibin Zheng
AAML
40
9
0
23 Sep 2024
SAC-KG: Exploiting Large Language Models as Skilled Automatic
  Constructors for Domain Knowledge Graphs
SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graphs
Hanzhu Chen
Xu Shen
Qitan Lv
Jie Wang
Xiaoqi Ni
Jieping Ye
79
10
0
22 Sep 2024
Demystifying and Extracting Fault-indicating Information from Logs for
  Failure Diagnosis
Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis
Junjie Huang
Zhihan Jiang
Jinyang Liu
Yintong Huo
Jiazhen Gu
Zhuangbin Chen
Cong Feng
Hui Dong
Zengyin Yang
Michael R. Lyu
59
5
0
20 Sep 2024
End-Cloud Collaboration Framework for Advanced AI Customer Service in
  E-commerce
End-Cloud Collaboration Framework for Advanced AI Customer Service in E-commerce
Liangyu Teng
Yang Liu
Jing Liu
Liang Song
83
2
0
20 Sep 2024
PromSec: Prompt Optimization for Secure Generation of Functional Source
  Code with Large Language Models (LLMs)
PromSec: Prompt Optimization for Secure Generation of Functional Source Code with Large Language Models (LLMs)
Mahmoud Nazzal
Issa Khalil
Abdallah Khreishah
NhatHai Phan
AAML
62
7
0
19 Sep 2024
From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal
  Reasoning with Large Language Models
From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models
Shengsheng Qian
Zuyi Zhou
Dizhan Xue
Bing Wang
Changsheng Xu
LRM
148
2
0
19 Sep 2024
Prompts Are Programs Too! Understanding How Developers Build Software Containing Prompts
Prompts Are Programs Too! Understanding How Developers Build Software Containing Prompts
Jenny T Liang
Melissa Lin
Nikitha Rao
Brad A. Myers
154
7
0
19 Sep 2024
"The Data Says Otherwise"-Towards Automated Fact-checking and
  Communication of Data Claims
"The Data Says Otherwise"-Towards Automated Fact-checking and Communication of Data Claims
Yu Fu
Shunan Guo
Jane Hoffswell
Victor S. Bursztyn
Ryan Rossi
J. Stasko
60
2
0
16 Sep 2024
Prompt-and-Transfer: Dynamic Class-aware Enhancement for Few-shot
  Segmentation
Prompt-and-Transfer: Dynamic Class-aware Enhancement for Few-shot Segmentation
Hanbo Bi
Yingchao Feng
Wenhui Diao
Peijin Wang
Yongqiang Mao
Kun Fu
Hongqi Wang
Xian Sun
VLM
80
5
0
16 Sep 2024
Leveraging Foundation Models for Efficient Federated Learning in
  Resource-restricted Edge Networks
Leveraging Foundation Models for Efficient Federated Learning in Resource-restricted Edge Networks
S. K. Atapour
S. J. Seyedmohammadi
S. Mohammad Sheikholeslami
J. Abouei
Konstantinos N. Plataniotis
Arash Mohammadi
FedML
84
2
0
14 Sep 2024
Sub-graph Based Diffusion Model for Link Prediction
Sub-graph Based Diffusion Model for Link Prediction
Hang Li
Wei Jin
Geri Skenderi
Harry Shomer
Wenzhuo Tang
Wenqi Fan
Jiliang Tang
DiffM
60
0
0
13 Sep 2024
CLNX: Bridging Code and Natural Language for C/C++
  Vulnerability-Contributing Commits Identification
CLNX: Bridging Code and Natural Language for C/C++ Vulnerability-Contributing Commits Identification
Zeqing Qin
Yiwei Wu
Lansheng Han
60
0
0
11 Sep 2024
DrLLM: Prompt-Enhanced Distributed Denial-of-Service Resistance Method with Large Language Models
DrLLM: Prompt-Enhanced Distributed Denial-of-Service Resistance Method with Large Language Models
Zhenyu Yin
Shang Liu
Guangyuan Xu
111
0
0
11 Sep 2024
Insight Any Instance: Promptable Instance Segmentation for Remote
  Sensing Images
Insight Any Instance: Promptable Instance Segmentation for Remote Sensing Images
Xuexue Li
VLMISeg
90
0
0
11 Sep 2024
Interactive Machine Teaching by Labeling Rules and Instances
Interactive Machine Teaching by Labeling Rules and Instances
Giannis Karamanolakis
Daniel J. Hsu
Luis Gravano
73
1
0
08 Sep 2024
The Kubernetes Security Landscape: AI-Driven Insights from Developer
  Discussions
The Kubernetes Security Landscape: AI-Driven Insights from Developer Discussions
J. Alexander Curtis
Nasir U. Eisty
29
2
0
06 Sep 2024
Beyond Following: Mixing Active Initiative into Computational Creativity
Beyond Following: Mixing Active Initiative into Computational Creativity
Zhiyu Lin
Upol Ehsan
Rohan Agarwal
Samihan Dani
Vidushi Vashishth
Mark O. Riedl
72
0
0
06 Sep 2024
The representation landscape of few-shot learning and fine-tuning in
  large language models
The representation landscape of few-shot learning and fine-tuning in large language models
Diego Doimo
Alessandro Serra
A. Ansuini
Alberto Cazzaniga
135
4
0
05 Sep 2024
Shaping the Future of Endangered and Low-Resource Languages -- Our Role
  in the Age of LLMs: A Keynote at ECIR 2024
Shaping the Future of Endangered and Low-Resource Languages -- Our Role in the Age of LLMs: A Keynote at ECIR 2024
Josiane Mothe
110
2
0
05 Sep 2024
Pricing American Options using Machine Learning Algorithms
Pricing American Options using Machine Learning Algorithms
P. Djagba
Callixte Ndizihiwe
28
0
0
05 Sep 2024
Affordance-based Robot Manipulation with Flow Matching
Affordance-based Robot Manipulation with Flow Matching
Fan Zhang
Michael Gienger
167
14
0
02 Sep 2024
The creative psychometric item generator: a framework for item
  generation and validation using large language models
The creative psychometric item generator: a framework for item generation and validation using large language models
Antonio Laverghetta Jr.
Simone Luchini
Averie Linell
Roni Reiter-Palmon
Roger Beaty
95
0
0
30 Aug 2024
From Text to Emotion: Unveiling the Emotion Annotation Capabilities of
  LLMs
From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMs
Minxue Niu
Mimansa Jaiswal
Emily Mower Provost
74
9
0
30 Aug 2024
Adapting Vision-Language Models to Open Classes via Test-Time Prompt
  Tuning
Adapting Vision-Language Models to Open Classes via Test-Time Prompt Tuning
Zhengqing Gao
Xiang Ao
Xu-Yao Zhang
Cheng-Lin Liu
VLMVPVLM
89
0
0
29 Aug 2024
Scaling Up Summarization: Leveraging Large Language Models for Long Text
  Extractive Summarization
Scaling Up Summarization: Leveraging Large Language Models for Long Text Extractive Summarization
Léo Hemamou
Mehdi Debiane
80
2
0
28 Aug 2024
Cross-Modal Learning for Chemistry Property Prediction: Large Language
  Models Meet Graph Machine Learning
Cross-Modal Learning for Chemistry Property Prediction: Large Language Models Meet Graph Machine Learning
Sakhinana Sagar Srinivas
Venkataramana Runkana
AI4CE
80
2
0
27 Aug 2024
AI Thinking: A framework for rethinking artificial intelligence in
  practice
AI Thinking: A framework for rethinking artificial intelligence in practice
Denis Newman-Griffis
67
1
0
26 Aug 2024
SpeechPrompt: Prompting Speech Language Models for Speech Processing
  Tasks
SpeechPrompt: Prompting Speech Language Models for Speech Processing Tasks
Kai-Wei Chang
Haibin Wu
Yu-Kai Wang
Yuan-Kuei Wu
Hua Shen
Wei-Cheng Tseng
Iu-thing Kang
Shang-Wen Li
Hung-yi Lee
93
3
0
23 Aug 2024
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