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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
Learn and Don't Forget: Adding a New Language to ASR Foundation Models
Learn and Don't Forget: Adding a New Language to ASR Foundation Models
Mengjie Qian
Siyuan Tang
Rao Ma
Kate Knill
Mark Gales
CLL
81
7
0
09 Jul 2024
An Empirical Comparison of Vocabulary Expansion and Initialization
  Approaches for Language Models
An Empirical Comparison of Vocabulary Expansion and Initialization Approaches for Language Models
Nandini Mundra
Aditya Nanda Kishore
Raj Dabre
Ratish Puduppully
Anoop Kunchukuttan
Mitesh Khapra
70
7
0
08 Jul 2024
Sub-SA: Strengthen In-context Learning via Submodular Selective
  Annotation
Sub-SA: Strengthen In-context Learning via Submodular Selective Annotation
Jian Qian
Miao Sun
Sifan Zhou
Ziyu Zhao
Ruizhi Hun
Patrick Chiang
99
1
0
08 Jul 2024
Enhancing Computer Programming Education with LLMs: A Study on Effective
  Prompt Engineering for Python Code Generation
Enhancing Computer Programming Education with LLMs: A Study on Effective Prompt Engineering for Python Code Generation
Tianyu Wang
Nianjun Zhou
Zhixiong Chen
106
11
0
07 Jul 2024
See Further for Parameter Efficient Fine-tuning by Standing on the
  Shoulders of Decomposition
See Further for Parameter Efficient Fine-tuning by Standing on the Shoulders of Decomposition
Chongjie Si
Xiaokang Yang
Wei Shen
82
8
0
07 Jul 2024
Mind the Interference: Retaining Pre-trained Knowledge in Parameter
  Efficient Continual Learning of Vision-Language Models
Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models
Longxiang Tang
Zhuotao Tian
Kai Li
Chunming He
Hantao Zhou
Hengshuang Zhao
Xiu Li
Jiaya Jia
CLLVLM
105
24
0
07 Jul 2024
LoRA-GA: Low-Rank Adaptation with Gradient Approximation
LoRA-GA: Low-Rank Adaptation with Gradient Approximation
Shaowen Wang
Linxi Yu
Jian Li
ALMAI4CE
115
47
0
06 Jul 2024
Conditional Semi-Supervised Data Augmentation for Spam Message Detection
  with Low Resource Data
Conditional Semi-Supervised Data Augmentation for Spam Message Detection with Low Resource Data
U. Nuha
Chih-Hsueh Lin
104
0
0
06 Jul 2024
EventChat: Implementation and user-centric evaluation of a large
  language model-driven conversational recommender system for exploring leisure
  events in an SME context
EventChat: Implementation and user-centric evaluation of a large language model-driven conversational recommender system for exploring leisure events in an SME context
Hannes Kunstmann
J. Ollier
Joel Persson
F. Wangenheim
87
0
0
05 Jul 2024
Towards Automating Text Annotation: A Case Study on Semantic Proximity
  Annotation using GPT-4
Towards Automating Text Annotation: A Case Study on Semantic Proximity Annotation using GPT-4
Sachin Yadav
Tejaswi Choppa
Dominik Schlechtweg
VLM
104
7
0
04 Jul 2024
Fully Fine-tuned CLIP Models are Efficient Few-Shot Learners
Fully Fine-tuned CLIP Models are Efficient Few-Shot Learners
Mushui Liu
Bozheng Li
Yunlong Yu
VLMCLIP
43
3
0
04 Jul 2024
Meta-prompting Optimized Retrieval-augmented Generation
Meta-prompting Optimized Retrieval-augmented Generation
João Rodrigues
António Branco
RALM
87
0
0
04 Jul 2024
HYBRINFOX at CheckThat! 2024 -- Task 1: Enhancing Language Models with
  Structured Information for Check-Worthiness Estimation
HYBRINFOX at CheckThat! 2024 -- Task 1: Enhancing Language Models with Structured Information for Check-Worthiness Estimation
Géraud Faye
Morgane Casanova
B. Icard
Julien Chanson
Guillaume Gadek
Guillaume Gravier
Paul Égré
29
2
0
04 Jul 2024
A Survey on Trustworthiness in Foundation Models for Medical Image
  Analysis
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis
Congzhen Shi
Ryan Rezai
Jiaxi Yang
Qi Dou
Xiaoxiao Li
MedIm
76
6
0
03 Jul 2024
Towards More Realistic Extraction Attacks: An Adversarial Perspective
Towards More Realistic Extraction Attacks: An Adversarial Perspective
Yash More
Prakhar Ganesh
G. Farnadi
AAML
124
7
0
02 Jul 2024
Enhancing the Capability and Robustness of Large Language Models through Reinforcement Learning-Driven Query Refinement
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
AAMLLRM
111
4
0
01 Jul 2024
Learning Visual Conditioning Tokens to Correct Domain Shift for Fully
  Test-time Adaptation
Learning Visual Conditioning Tokens to Correct Domain Shift for Fully Test-time Adaptation
Yushun Tang
Shuoshuo Chen
Zhehan Kan
Yi Zhang
Qinghai Guo
Zhihai He
96
2
0
27 Jun 2024
The Rise of Artificial Intelligence in Educational Measurement:
  Opportunities and Ethical Challenges
The Rise of Artificial Intelligence in Educational Measurement: Opportunities and Ethical Challenges
Okan Bulut
Maggie Beiting-Parrish
J. Casabianca
Sharon C. Slater
Hong Jiao
...
S. Yildirim-Erbasli
Tarid Wongvorachan
Joyce Xinle Liu
Bin Tan
Polina Morilova
78
11
0
27 Jun 2024
Understand What LLM Needs: Dual Preference Alignment for
  Retrieval-Augmented Generation
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation
Guanting Dong
Yutao Zhu
Chenghao Zhang
Zechen Wang
Zhicheng Dou
Ji-Rong Wen
RALM
107
13
0
26 Jun 2024
Role-Play Zero-Shot Prompting with Large Language Models for Open-Domain
  Human-Machine Conversation
Role-Play Zero-Shot Prompting with Large Language Models for Open-Domain Human-Machine Conversation
Ahmed Njifenjou
Virgile Sucal
Bassam Jabaian
Fabrice Lefèvre
AI4CEALM
63
3
0
26 Jun 2024
HGTDP-DTA: Hybrid Graph-Transformer with Dynamic Prompt for Drug-Target
  Binding Affinity Prediction
HGTDP-DTA: Hybrid Graph-Transformer with Dynamic Prompt for Drug-Target Binding Affinity Prediction
Xi Xiao
Wentao Wang
Jiacheng Xie
Lijing Zhu
Gaofei Chen
Zhengji Li
Tianyang Wang
Min Xu
53
6
0
25 Jun 2024
DKPROMPT: Domain Knowledge Prompting Vision-Language Models for
  Open-World Planning
DKPROMPT: Domain Knowledge Prompting Vision-Language Models for Open-World Planning
Xiaohan Zhang
Zainab Altaweel
Yohei Hayamizu
Yan Ding
S. Amiri
Hao Yang
Andy Kaminski
Chad Esselink
Shiqi Zhang
VLMLM&Ro
88
8
0
25 Jun 2024
Enhancing LLM-Based Human-Robot Interaction with Nuances for Diversity
  Awareness
Enhancing LLM-Based Human-Robot Interaction with Nuances for Diversity Awareness
Lucrezia Grassi
Carmine Tommaso Recchiuto
A. Sgorbissa
86
2
0
25 Jun 2024
The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators
The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators
Tzu-Heng Huang
Catherine Cao
Vaishnavi Bhargava
Frederic Sala
106
5
0
25 Jun 2024
CogExplore: Contextual Exploration with Language-Encoded Environment
  Representations
CogExplore: Contextual Exploration with Language-Encoded Environment Representations
Harel Biggie
Patrick Cooper
Doncey Albin
Kristen Such
Christoffer Heckman
LM&Ro
62
0
0
24 Jun 2024
It Is Not About What You Say, It Is About How You Say It: A Surprisingly
  Simple Approach for Improving Reading Comprehension
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
106
4
0
24 Jun 2024
Evaluation of Language Models in the Medical Context Under
  Resource-Constrained Settings
Evaluation of Language Models in the Medical Context Under Resource-Constrained Settings
Andrea Posada
Daniel Rueckert
Felix Meissen
Philip Muller
LM&MAELM
58
0
0
24 Jun 2024
Distributed Rule Vectors is A Key Mechanism in Large Language Models'
  In-Context Learning
Distributed Rule Vectors is A Key Mechanism in Large Language Models' In-Context Learning
Bowen Zheng
Ming Ma
Zhongqiao Lin
Tianming Yang
71
2
0
23 Jun 2024
Large Language Models for Link Stealing Attacks Against Graph Neural
  Networks
Large Language Models for Link Stealing Attacks Against Graph Neural Networks
Faqian Guan
Tianqing Zhu
Hui Sun
Wanlei Zhou
Philip S. Yu
AAML
116
0
0
22 Jun 2024
Open-Vocabulary Temporal Action Localization using Multimodal Guidance
Open-Vocabulary Temporal Action Localization using Multimodal Guidance
Akshita Gupta
Aditya Arora
Sanath Narayan
Salman Khan
Fahad Shahbaz Khan
Graham W. Taylor
95
4
0
21 Jun 2024
How Effective is GPT-4 Turbo in Generating School-Level Questions from
  Textbooks Based on Bloom's Revised Taxonomy?
How Effective is GPT-4 Turbo in Generating School-Level Questions from Textbooks Based on Bloom's Revised Taxonomy?
Subhankar Maity
Aniket Deroy
Sudeshna Sarkar
60
7
0
21 Jun 2024
TemPrompt: Multi-Task Prompt Learning for Temporal Relation Extraction
  in RAG-based Crowdsourcing Systems
TemPrompt: Multi-Task Prompt Learning for Temporal Relation Extraction in RAG-based Crowdsourcing Systems
Jing Yang
Yu Zhao
Linyao Yang
Xiao Wang
Long Chen
Fei-Yue Wang
LRM
52
2
0
21 Jun 2024
Exploring Spatial Representations in the Historical Lake District Texts
  with LLM-based Relation Extraction
Exploring Spatial Representations in the Historical Lake District Texts with LLM-based Relation Extraction
Erum Haris
Anthony G. Cohn
John G. Stell
67
4
0
20 Jun 2024
VGA: Vision GUI Assistant -- Minimizing Hallucinations through
  Image-Centric Fine-Tuning
VGA: Vision GUI Assistant -- Minimizing Hallucinations through Image-Centric Fine-Tuning
Ziyang Meng
Yu Dai
Zezheng Gong
Shaoxiong Guo
Minglong Tang
Tongquan Wei
VLM
75
3
0
20 Jun 2024
SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal
SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal
Tinghao Xie
Xiangyu Qi
Yi Zeng
Yangsibo Huang
Udari Madhushani Sehwag
...
Bo Li
Kai Li
Danqi Chen
Peter Henderson
Prateek Mittal
ALMELM
189
79
0
20 Jun 2024
BeHonest: Benchmarking Honesty in Large Language Models
BeHonest: Benchmarking Honesty in Large Language Models
Steffi Chern
Zhulin Hu
Yuqing Yang
Ethan Chern
Yuan Guo
Jiahe Jin
Binjie Wang
Pengfei Liu
HILMALM
143
5
0
19 Jun 2024
Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for
  Large Language Models
Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models
Devichand Budagam
Sankalp KJ
Ashutosh Kumar
Vinija Jain
Aman Chadha
80
1
0
18 Jun 2024
UrbanLLM: Autonomous Urban Activity Planning and Management with Large
  Language Models
UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models
Yue Jiang
Qin Chao
Yile Chen
Xiucheng Li
Shuai Liu
Gao Cong
65
7
0
18 Jun 2024
A Complete Survey on LLM-based AI Chatbots
A Complete Survey on LLM-based AI Chatbots
Sumit Kumar Dam
Choong Seon Hong
Yu Qiao
Chaoning Zhang
104
62
0
17 Jun 2024
Are Large Language Models a Good Replacement of Taxonomies?
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
67
11
0
17 Jun 2024
Improving Large Models with Small models: Lower Costs and Better
  Performance
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
96
6
0
15 Jun 2024
LLM-Mediated Domain-Specific Voice Agents: The Case of TextileBot
LLM-Mediated Domain-Specific Voice Agents: The Case of TextileBot
Shu Zhong
Elia Gatti
James Hardwick
Miriam Ribul
Youngjun Cho
Marianna Obrist
74
4
0
15 Jun 2024
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization
  for Language Models
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
CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken
  Language Understanding
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
LRMVLM
77
1
0
15 Jun 2024
Task Facet Learning: A Structured Approach to Prompt Optimization
Task Facet Learning: A Structured Approach to Prompt Optimization
Gurusha Juneja
Gautam Jajoo
Nagarajan Natarajan
Hua Li
Jian Jiao
Amit Sharma
105
10
0
15 Jun 2024
Large Language Models as Software Components: A Taxonomy for
  LLM-Integrated Applications
Large Language Models as Software Components: A Taxonomy for LLM-Integrated Applications
Irene Weber
101
9
0
13 Jun 2024
Talking Heads: Understanding Inter-layer Communication in Transformer Language Models
Talking Heads: Understanding Inter-layer Communication in Transformer Language Models
Jack Merullo
Carsten Eickhoff
Ellie Pavlick
150
16
0
13 Jun 2024
Prompt-Based Length Controlled Generation with Multiple Control Types
Prompt-Based Length Controlled Generation with Multiple Control Types
Renlong Jie
Xiaojun Meng
Lifeng Shang
Xin Jiang
Qun Liu
89
8
0
12 Jun 2024
TextGrad: Automatic "Differentiation" via Text
TextGrad: Automatic "Differentiation" via Text
Mert Yuksekgonul
Federico Bianchi
Joseph Boen
Sheng Liu
Zhi Huang
Carlos Guestrin
James Zou
LLMAGOODAI4CE
104
48
0
11 Jun 2024
Advancing Annotation of Stance in Social Media Posts: A Comparative
  Analysis of Large Language Models and Crowd Sourcing
Advancing Annotation of Stance in Social Media Posts: A Comparative Analysis of Large Language Models and Crowd Sourcing
Mao Li
Frederick Conrad
80
1
0
11 Jun 2024
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