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2205.12548
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RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
25 May 2022
Mingkai Deng
Jianyu Wang
Cheng-Ping Hsieh
Yihan Wang
Han Guo
Tianmin Shu
Meng Song
Eric Xing
Zhiting Hu
Re-assign community
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Papers citing
"RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning"
50 / 275 papers shown
SPELL: Semantic Prompt Evolution based on a LLM
Yujian Betterest Li
Kai Wu
201
17
0
02 Oct 2023
Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers
International Conference on Machine Learning (ICML), 2023
Xiaoqiang Lin
Zhaoxuan Wu
Zhongxiang Dai
Wenyang Hu
Yao Shu
See-Kiong Ng
Patrick Jaillet
Bryan Kian Hsiang Low
278
23
0
02 Oct 2023
Learning to Rewrite Prompts for Personalized Text Generation
The Web Conference (WWW), 2023
Cheng-rong Li
Mingyang Zhang
Qiaozhu Mei
Weize Kong
Michael Bendersky
LLMAG
310
43
0
29 Sep 2023
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering
International Conference on Learning Representations (ICLR), 2023
Han Zhou
Xingchen Wan
Lev Proleev
Diana Mincu
Jilin Chen
Katherine A. Heller
Subhrajit Roy
UQLM
349
80
0
29 Sep 2023
Language Models as a Service: Overview of a New Paradigm and its Challenges
Journal of Artificial Intelligence Research (JAIR), 2023
Emanuele La Malfa
Aleksandar Petrov
Simon Frieder
Christoph Weinhuber
Ryan Burnell
Raza Nazar
Anthony Cohn
Nigel Shadbolt
Michael Wooldridge
ALM
ELM
296
12
0
28 Sep 2023
A Practical Survey on Zero-shot Prompt Design for In-context Learning
Recent Advances in Natural Language Processing (RANLP), 2023
Yinheng Li
LRM
202
88
0
22 Sep 2023
EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Qingyan Guo
Rui Wang
Junliang Guo
Bei Li
Kaitao Song
Xu Tan
Guoqing Liu
Jiang Bian
Yiran Yang
513
116
0
15 Sep 2023
Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL
International Conference on Learning Representations (ICLR), 2023
Hao Sun
Alihan Huyuk
M. Schaar
OffRL
LRM
283
45
0
13 Sep 2023
Language Models as Black-Box Optimizers for Vision-Language Models
Computer Vision and Pattern Recognition (CVPR), 2023
Shihong Liu
Zhiqiu Lin
Samuel Yu
Ryan Lee
Tiffany Ling
Deepak Pathak
Deva Ramanan
VLM
400
41
0
12 Sep 2023
Large Language Models as Optimizers
International Conference on Learning Representations (ICLR), 2023
Chengrun Yang
Xuezhi Wang
Yifeng Lu
Hanxiao Liu
Quoc V. Le
Denny Zhou
Xinyun Chen
ODL
554
633
0
07 Sep 2023
Reinforcement Learning for Generative AI: A Survey
Yuanjiang Cao
Quan.Z Sheng
Julian McAuley
Lina Yao
SyDa
537
24
0
28 Aug 2023
Manipulating Embeddings of Stable Diffusion Prompts
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Niklas Deckers
Julia Peters
Martin Potthast
DiffM
326
13
0
23 Aug 2023
PACE: Improving Prompt with Actor-Critic Editing for Large Language Model
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yihong Dong
Kangcheng Luo
Xue Jiang
Zhi Jin
Ge Li
LRM
KELM
284
22
0
19 Aug 2023
Discrete Prompt Compression with Reinforcement Learning
IEEE Access (IEEE Access), 2023
Hoyoun Jung
Kyung-Joong Kim
315
38
0
17 Aug 2023
Dialogue for Prompting: a Policy-Gradient-Based Discrete Prompt Generation for Few-shot Learning
AAAI Conference on Artificial Intelligence (AAAI), 2023
Chengzhengxu Li
Xiaoming Liu
Yichen Wang
Duyi Li
Y. Lan
Chao Shen
172
7
0
14 Aug 2023
Emotion-Conditioned Text Generation through Automatic Prompt Optimization
Tsinghua Interdisciplinary Workshop on Logic, Language and Meaning (TILLM), 2023
Yarik Menchaca Resendiz
Roman Klinger
142
7
0
09 Aug 2023
Pre-Trained Large Language Models for Industrial Control
Lei Song
Wei Shen
Li Zhao
Jiang Bian
LM&Ro
AI4CE
169
22
0
06 Aug 2023
PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification
IEEE Symposium on Security and Privacy (IEEE S&P), 2023
Hongwei Yao
Jian Lou
Kui Ren
Zhan Qin
AAML
VLM
382
40
0
05 Aug 2023
Cross-Modal Concept Learning and Inference for Vision-Language Models
Neurocomputing (Neurocomputing), 2023
Yi Zhang
Ce Zhang
Yushun Tang
Z. He
VLM
MLLM
CLIP
196
20
0
28 Jul 2023
Selective Perception: Optimizing State Descriptions with Reinforcement Learning for Language Model Actors
Kolby Nottingham
Yasaman Razeghi
Kyungmin Kim
JB Lanier
Pierre Baldi
Roy Fox
Sameer Singh
212
10
0
21 Jul 2023
AutoHint: Automatic Prompt Optimization with Hint Generation
Hong Sun
Xue Li
Yi Xu
Youkow Homma
Qinhao Cao
Ruibing Jin
Jian Jiao
Denis Xavier Charles
265
35
0
13 Jul 2023
CoPL: Contextual Prompt Learning for Vision-Language Understanding
AAAI Conference on Artificial Intelligence (AAAI), 2023
Koustava Goswami
Srikrishna Karanam
Prateksha Udhayanan
J. JosephK.
Balaji Vasan Srinivasan
VLM
267
17
0
03 Jul 2023
InstructEval: Systematic Evaluation of Instruction Selection Methods
Anirudh Ajith
Chris Pan
Mengzhou Xia
Ameet Deshpande
Karthik Narasimhan
ELM
186
22
0
01 Jul 2023
Joint Prompt Optimization of Stacked LLMs using Variational Inference
Neural Information Processing Systems (NeurIPS), 2023
Alessandro Sordoni
Xingdi Yuan
Marc-Alexandre Côté
Matheus Pereira
Adam Trischler
Ziang Xiao
Arian Hosseini
Friederike Niedtner
Nicolas Le Roux
289
37
0
21 Jun 2023
Explore, Establish, Exploit: Red Teaming Language Models from Scratch
Stephen Casper
Jason Lin
Joe Kwon
Gatlen Culp
Dylan Hadfield-Menell
AAML
324
119
0
15 Jun 2023
TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models
Neural Information Processing Systems (NeurIPS), 2023
Jiaqi Xue
Mengxin Zheng
Ting Hua
Yilin Shen
Ye Liu
Ladislau Bölöni
Qian Lou
433
46
0
12 Jun 2023
InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models
International Conference on Machine Learning (ICML), 2023
Lichang Chen
Jiuhai Chen
Tom Goldstein
Heng-Chiao Huang
Wanrong Zhu
314
59
0
05 Jun 2023
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Fan Yin
Jesse Vig
Philippe Laban
Shafiq Joty
Caiming Xiong
Chien-Sheng Wu
ALM
205
50
0
01 Jun 2023
Preference-grounded Token-level Guidance for Language Model Fine-tuning
Neural Information Processing Systems (NeurIPS), 2023
Shentao Yang
Shujian Zhang
Congying Xia
Yihao Feng
Caiming Xiong
Mi Zhou
472
31
0
01 Jun 2023
Exploring Lottery Prompts for Pre-trained Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yulin Chen
Ning Ding
Xiaobin Wang
Shengding Hu
Haitao Zheng
Zhiyuan Liu
Pengjun Xie
VLM
LRM
183
8
0
31 May 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey
ACM Computing Surveys (ACM Comput. Surv.), 2023
Chen Ling
Xujiang Zhao
Jiaying Lu
Chengyuan Deng
Can Zheng
...
Chris White
Quanquan Gu
Jian Pei
Carl Yang
Bo Pan
ALM
401
211
0
30 May 2023
Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models
International Conference on Learning Representations (ICLR), 2023
Shuai Zhao
Xiaohan Wang
Linchao Zhu
Yezhou Yang
VLM
313
39
0
29 May 2023
Fine-Tuning Language Models with Just Forward Passes
Neural Information Processing Systems (NeurIPS), 2023
Sadhika Malladi
Tianyu Gao
Eshaan Nichani
Alexandru Damian
Jason D. Lee
Danqi Chen
Sanjeev Arora
503
309
0
27 May 2023
Zero-shot Visual Question Answering with Language Model Feedback
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yifan Du
Junyi Li
Tianyi Tang
Wayne Xin Zhao
Ji-Rong Wen
259
22
0
26 May 2023
Universal Self-Adaptive Prompting
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Xingchen Wan
Ruoxi Sun
Hootan Nakhost
H. Dai
Julian Martin Eisenschlos
Sercan O. Arik
Tomas Pfister
LRM
223
13
0
24 May 2023
Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis
Transactions of the Association for Computational Linguistics (TACL), 2023
Sohee Yang
Jonghyeon Kim
Joel Jang
Seonghyeon Ye
Hyunji Lee
Minjoon Seo
162
12
0
24 May 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Xingchen Wan
Ruoxi Sun
H. Dai
Sercan O. Arik
Tomas Pfister
ReLM
OffRL
LRM
159
68
0
23 May 2023
Robust Prompt Optimization for Large Language Models Against Distribution Shifts
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Moxin Li
Wenjie Wang
Fuli Feng
Yixin Cao
Jizhi Zhang
Tat-Seng Chua
OffRL
427
26
0
23 May 2023
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Sukmin Cho
Soyeong Jeong
Jeongyeon Seo
Jong C. Park
OffRL
239
27
0
23 May 2023
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yunyi Zhang
Minhao Jiang
Yu Meng
Yu Zhang
Jiawei Han
NoLa
215
18
0
23 May 2023
Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Lingfeng Shen
Weiting Tan
Boyuan Zheng
Daniel Khashabi
VLM
351
6
0
18 May 2023
When Gradient Descent Meets Derivative-Free Optimization: A Match Made in Black-Box Scenario
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Chengcheng Han
Liqing Cui
Renyu Zhu
Jiadong Wang
Polydoros Giannouris
Qiushi Sun
Xiang Li
Ming Gao
207
9
0
17 May 2023
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling
International Conference on Machine Learning (ICML), 2023
Weijia Xu
Andrzej Banburski-Fahey
Nebojsa Jojic
ReLM
LRM
220
45
0
17 May 2023
Prompt-Tuning Decision Transformer with Preference Ranking
Shengchao Hu
Li Shen
Ya Zhang
Dacheng Tao
OffRL
199
17
0
16 May 2023
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Afra Feyza Akyürek
Ekin Akyürek
Aman Madaan
Ashwin Kalyan
Peter Clark
Derry Wijaya
Niket Tandon
ALM
KELM
299
122
0
15 May 2023
Automatic Prompt Optimization with "Gradient Descent" and Beam Search
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Reid Pryzant
Dan Iter
Jerry Li
Y. Lee
Chenguang Zhu
Michael Zeng
315
526
0
04 May 2023
VPGTrans: Transfer Visual Prompt Generator across LLMs
Neural Information Processing Systems (NeurIPS), 2023
Ao Zhang
Hao Fei
Yuan Yao
Wei Ji
Li Li
Zhiyuan Liu
Tat-Seng Chua
MLLM
VLM
203
100
0
02 May 2023
Low-code LLM: Graphical User Interface over Large Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Yuzhe Cai
Shaoguang Mao
Wenshan Wu
Zehua Wang
Yaobo Liang
...
Ting Song
Yan Xia
Jonathan Tien
Nan Duan
Furu Wei
252
19
0
17 Apr 2023
BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Changdae Oh
Hyeji Hwang
Hee-young Lee
Yongtaek Lim
Geunyoung Jung
Jiyoung Jung
Hosik Choi
Kyungwoo Song
VLM
VPVLM
402
73
0
26 Mar 2023
Large Language Model Instruction Following: A Survey of Progresses and Challenges
Computational Linguistics (CL), 2023
Renze Lou
Kai Zhang
Wenpeng Yin
ALM
LRM
826
38
0
18 Mar 2023
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