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2103.10385
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GPT Understands, Too
AI Open (AO), 2021
18 March 2021
Xiao Liu
Yanan Zheng
Zhengxiao Du
Ming Ding
Yujie Qian
Zhilin Yang
Jie Tang
VLM
Re-assign community
ArXiv (abs)
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HuggingFace (10 upvotes)
Papers citing
"GPT Understands, Too"
50 / 653 papers shown
LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention
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Jiaming Han
Chris Liu
Shiyang Feng
Aojun Zhou
Xiangfei Hu
Shilin Yan
Pan Lu
Jiaming Song
Yu Qiao
MLLM
584
938
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28 Mar 2023
Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning
Vladislav Lialin
Vijeta Deshpande
Anna Rumshisky
276
230
0
28 Mar 2023
Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Siteng Huang
Biao Gong
Yutong Feng
Min Zhang
Yiliang Lv
Xuetao Zhang
CoGe
190
31
0
27 Mar 2023
"Get ready for a party": Exploring smarter smart spaces with help from large language models
Evan King
Haoxiang Yu
Sangsu Lee
Christine Julien
LLMAG
LM&Ro
67
12
0
24 Mar 2023
Fairness-guided Few-shot Prompting for Large Language Models
Neural Information Processing Systems (NeurIPS), 2023
Huan Ma
Changqing Zhang
Yatao Bian
Lemao Liu
Zhirui Zhang
P. Zhao
Shu Zhen Zhang
Huazhu Fu
Qinghua Hu
Bing Wu
LLMAG
LRM
212
58
0
23 Mar 2023
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Kaihang Pan
Juncheng Billy Li
Hongye Song
Jun Lin
Xiaozhong Liu
Siliang Tang
OffRL
236
16
0
22 Mar 2023
ChatGPT and a New Academic Reality: Artificial Intelligence-Written Research Papers and the Ethics of the Large Language Models in Scholarly Publishing
Brady Lund
Ting Wang
Nishith Reddy Mannuru
Bing Nie
S. Shimray
Ziang Wang
AI4CE
241
674
0
21 Mar 2023
Chinese Intermediate English Learners outdid ChatGPT in deep cohesion: Evidence from English narrative writing
System (Linköping) (SLP), 2023
Tongquan Zhou
Siyi Cao
Siruo Zhou
Yao Zhang
Aijing He
96
56
0
21 Mar 2023
DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4
Zheng-Long Liu
Yue Huang
Xiao-Xing Yu
Lu Zhang
Zihao Wu
...
Hongtu Zhu
Shijie Zhao
Tianming Liu
D. Zhu
Xiang Li
MedIm
LM&MA
283
210
0
20 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
823
38
0
18 Mar 2023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Daixuan Cheng
Shaohan Huang
Junyu Bi
Yu-Wei Zhan
Jianfeng Liu
Yujing Wang
Hao Sun
Furu Wei
Denvy Deng
Tao Gui
RALM
LRM
213
94
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15 Mar 2023
The Life Cycle of Knowledge in Big Language Models: A Survey
Machine Intelligence Research (MIR), 2023
Boxi Cao
Hongyu Lin
Xianpei Han
Le Sun
KELM
266
30
0
14 Mar 2023
ViM: Vision Middleware for Unified Downstream Transferring
IEEE International Conference on Computer Vision (ICCV), 2023
Yutong Feng
Biao Gong
Jianwen Jiang
Yiliang Lv
Yujun Shen
Deli Zhao
Jingren Zhou
233
2
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13 Mar 2023
From Visual Prompt Learning to Zero-Shot Transfer: Mapping Is All You Need
Ziqing Yang
Zeyang Sha
Michael Backes
Yang Zhang
VPVLM
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179
4
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09 Mar 2023
Rethinking Visual Prompt Learning as Masked Visual Token Modeling
Artificial Intelligence (AIJ), 2023
Ning Liao
Bowen Shi
Xiaopeng Zhang
Min Cao
Junchi Yan
Qi Tian
VLM
274
8
0
09 Mar 2023
Text-Visual Prompting for Efficient 2D Temporal Video Grounding
Computer Vision and Pattern Recognition (CVPR), 2023
Yimeng Zhang
Xin Chen
Jinghan Jia
Sijia Liu
Ke Ding
266
31
0
09 Mar 2023
Visual Exemplar Driven Task-Prompting for Unified Perception in Autonomous Driving
Computer Vision and Pattern Recognition (CVPR), 2023
Xiwen Liang
Minzhe Niu
Jianhua Han
Hang Xu
Chunjing Xu
Xiaodan Liang
VLM
244
20
0
03 Mar 2023
Rethinking Efficient Tuning Methods from a Unified Perspective
Zeyinzi Jiang
Chaojie Mao
Ziyuan Huang
Yiliang Lv
Deli Zhao
Jingren Zhou
230
15
0
01 Mar 2023
Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following
AAAI Conference on Artificial Intelligence (AAAI), 2023
Seonghyeon Ye
Hyeonbin Hwang
Sohee Yang
Hyeongu Yun
Yireun Kim
Minjoon Seo
LRM
234
46
0
28 Feb 2023
HugNLP: A Unified and Comprehensive Library for Natural Language Processing
International Conference on Information and Knowledge Management (CIKM), 2023
Jiadong Wang
Polydoros Giannouris
Qiushi Sun
Wenkang Huang
Chengyu Wang
Ming Gao
179
6
0
28 Feb 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Kashun Shum
Shizhe Diao
Tong Zhang
ReLM
LRM
482
174
0
24 Feb 2023
Active Prompting with Chain-of-Thought for Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Shizhe Diao
Pengcheng Wang
Yong Lin
Tong Zhang
ReLM
KELM
LLMAG
LRM
459
182
0
23 Feb 2023
Scalable Prompt Generation for Semi-supervised Learning with Language Models
Findings (Findings), 2023
Yuhang Zhou
Suraj Maharjan
Bei Liu
VLM
174
15
0
18 Feb 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Chengwei Qin
Cunliang Kong
Ruochen Zhao
Shafiq Joty
VLM
LRM
363
17
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16 Feb 2023
LabelPrompt: Effective Prompt-based Learning for Relation Classification
Asian Conference on Machine Learning (ACML), 2023
Weinan Zhang
Xiaoning Song
Zhenhua Feng
Tianyang Xu
Xiaojun Wu
VLM
245
5
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16 Feb 2023
GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks
The Web Conference (WWW), 2023
Zemin Liu
Xingtong Yu
Yuan Fang
Xinming Zhang
LLMAG
AI4CE
442
223
0
16 Feb 2023
SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Koustava Goswami
Lukas Lange
Jun Araki
Heike Adel
VLM
87
16
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14 Feb 2023
Large Language Models for Code: Security Hardening and Adversarial Testing
Conference on Computer and Communications Security (CCS), 2023
Jingxuan He
Martin Vechev
ELM
AAML
385
199
0
10 Feb 2023
The Wisdom of Hindsight Makes Language Models Better Instruction Followers
International Conference on Machine Learning (ICML), 2023
Tianjun Zhang
Fangchen Liu
Justin Wong
Pieter Abbeel
Joseph E. Gonzalez
212
58
0
10 Feb 2023
IC3: Image Captioning by Committee Consensus
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
David M. Chan
Austin Myers
Sudheendra Vijayanarasimhan
David A. Ross
John F. Canny
296
23
0
02 Feb 2023
Differentiable Entailment for Parameter Efficient Few Shot Learning
Ethan Kim
Jerry Yang
94
0
0
31 Jan 2023
Debiased Fine-Tuning for Vision-language Models by Prompt Regularization
AAAI Conference on Artificial Intelligence (AAAI), 2023
B. Zhu
Yulei Niu
Saeil Lee
Minhoe Hur
Hanwang Zhang
VLM
VPVLM
373
32
0
29 Jan 2023
ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts
Kwanyoung Kim
Y. Oh
Jong Chul Ye
VLM
OT
CLIP
239
24
0
28 Jan 2023
The Exploration of Knowledge-Preserving Prompts for Document Summarisation
IEEE International Joint Conference on Neural Network (IJCNN), 2023
Cheng Chen
Wei Emma Zhang
A. Shakeri
Makhmoor Fiza
KELM
239
1
0
27 Jan 2023
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning
Hyunsoo Cho
Choonghyun Park
Junyeop Kim
Sungmin Cho
Kang Min Yoo
Sang-goo Lee
OODD
285
3
0
27 Jan 2023
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Xiang Chen
Lei Li
Q. Fei
Ningyu Zhang
Chuanqi Tan
Yong Jiang
Fei Huang
Huajun Chen
383
27
0
25 Jan 2023
Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Shen Chen
Guodong Long
Tao Shen
Jing Jiang
AI4TS
303
50
0
22 Jan 2023
Matching Exemplar as Next Sentence Prediction (MeNSP): Zero-shot Prompt Learning for Automatic Scoring in Science Education
International Conference on Artificial Intelligence in Education (AIED), 2023
Xuansheng Wu
Xinyu He
Tianming Li
Ninghao Liu
Xiaoming Zhai
246
31
0
20 Jan 2023
Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning with Multimodal Models
Computer Vision and Pattern Recognition (CVPR), 2023
Zhiqiu Lin
Samuel Yu
Zhiyi Kuang
Deepak Pathak
Deva Ramana
VLM
447
152
0
16 Jan 2023
Large Language Models Encode Clinical Knowledge
Nature (Nature), 2022
K. Singhal
Shekoofeh Azizi
T. Tu
S. S. Mahdavi
Jason W. Wei
...
A. Rajkomar
Joelle Barral
Christopher Semturs
Alan Karthikesalingam
Vivek Natarajan
LM&MA
ELM
AI4MH
602
3,359
0
26 Dec 2022
Toward Human Readable Prompt Tuning: Kubrick's The Shining is a good movie, and a good prompt too?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Weijia Shi
Xiaochuang Han
Hila Gonen
Ari Holtzman
Yulia Tsvetkov
Luke Zettlemoyer
205
56
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20 Dec 2022
Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Kelly Marchisio
Patrick Lewis
Yihong Chen
Mikel Artetxe
258
28
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20 Dec 2022
Technical Report -- Competition Solution for Prompt Tuning using Pretrained Language Model
Jiang-Long Song
Wuhe Zou
Feng Li
Xiaolei Qin
Weidong Zhang
253
0
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13 Dec 2022
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader
Neural Information Processing Systems (NeurIPS), 2022
Weiwen Xu
Xin Li
Wenxuan Zhang
Meng Zhou
W. Lam
Luo Si
Lidong Bing
252
3
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09 Dec 2022
Controlled Text Generation using T5 based Encoder-Decoder Soft Prompt Tuning and Analysis of the Utility of Generated Text in AI
Damith Chamalke Senadeera
Julia Ive
152
8
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06 Dec 2022
Legal Prompt Engineering for Multilingual Legal Judgement Prediction
Dietrich Trautmann
Alina Petrova
Frank Schilder
ELM
AILaw
209
94
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05 Dec 2022
Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Arshiya Aggarwal
Jiao Sun
Nanyun Peng
140
11
0
03 Dec 2022
CoP: Factual Inconsistency Detection by Controlling the Preference
AAAI Conference on Artificial Intelligence (AAAI), 2022
Shuaijie She
Xiang Geng
Shujian Huang
Jiajun Chen
259
6
0
03 Dec 2022
Extensible Prompts for Language Models on Zero-shot Language Style Customization
Neural Information Processing Systems (NeurIPS), 2022
Tao Ge
Jing Hu
Li Dong
Shaoguang Mao
Yanqiu Xia
Xun Wang
Si-Qing Chen
Furu Wei
VLM
195
8
0
01 Dec 2022
Learning Label Modular Prompts for Text Classification in the Wild
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Hailin Chen
Amrita Saha
Shafiq Joty
Steven C. H. Hoi
OOD
VLM
250
5
0
30 Nov 2022
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