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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
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce
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Zelin Dai
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Chengming Wang
Xiaoyu Wang
Qianglin Chen
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208
7
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Few-Shot Natural Language Inference Generation with PDD: Prompt and Dynamic Demonstration
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Shansan Gong
Kenny Q. Zhu
128
0
0
21 May 2022
SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models
Jingfeng Yang
Haoming Jiang
Qingyu Yin
Danqing Zhang
Bing Yin
Diyi Yang
167
51
0
15 May 2022
Adaptive Prompt Learning-based Few-Shot Sentiment Analysis
Neural Processing Letters (NPL), 2022
Pengfei Zhang
Tingting Chai
Yongdong Xu
VLM
130
19
0
15 May 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities
ACM Computing Surveys (ACM CSUR), 2022
Yisheng Song
Ting-Yuan Wang
S. Mondal
J. P. Sahoo
SLR
368
562
0
13 May 2022
Dynamic Prefix-Tuning for Generative Template-based Event Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Xiao Liu
Heyan Huang
Ge Shi
Bo Wang
161
117
0
12 May 2022
Towards Unified Prompt Tuning for Few-shot Text Classification
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Jiadong Wang
Chengyu Wang
Fuli Luo
Chuanqi Tan
Minghui Qiu
Fei Yang
Qiuhui Shi
Songfang Huang
Ming Gao
VLM
128
34
0
11 May 2022
Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention
Yifan Chen
Devamanyu Hazarika
Mahdi Namazifar
Yang Liu
Di Jin
Dilek Z. Hakkani-Tür
119
8
0
07 May 2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Jiadong Wang
Chengyu Wang
Minghui Qiu
Qiuhui Shi
Hongbin Wang
Yanjie Liang
Ming Gao
RALM
186
19
0
06 May 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Xiang Chen
Lei Li
Ningyu Zhang
Chuanqi Tan
Fei Huang
Luo Si
Huajun Chen
RALM
VLM
224
42
0
04 May 2022
P^3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Xiaomeng Hu
S. Yu
Chenyan Xiong
Zhenghao Liu
Zhiyuan Liu
Geoffrey X. Yu
149
12
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SparCAssist: A Model Risk Assessment Assistant Based on Sparse Generated Counterfactuals
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Zijian Zhang
Vinay Setty
Avishek Anand
153
7
0
03 May 2022
Learning to Transfer Prompts for Text Generation
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Junyi Li
Tianyi Tang
J. Nie
Ji-Rong Wen
Wayne Xin Zhao
195
44
0
03 May 2022
EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Chengyu Wang
Minghui Qiu
Chen Shi
Taolin Zhang
Tingting Liu
Lei Li
Jiadong Wang
Ming Wang
Yanjie Liang
W. Lin
214
22
0
30 Apr 2022
Tailor: A Prompt-Based Approach to Attribute-Based Controlled Text Generation
Kexin Yang
Dayiheng Liu
Wenqiang Lei
Baosong Yang
Mingfeng Xue
Boxing Chen
Jun Xie
148
31
0
28 Apr 2022
Probing Simile Knowledge from Pre-trained Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Weijie Chen
Yongzhu Chang
Rongsheng Zhang
Jiashu Pu
Guandan Chen
Le Zhang
Yadong Xi
Yijiang Chen
Chang Su
134
11
0
27 Apr 2022
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis
International Conference on Computational Linguistics (COLING), 2022
Bing Wang
Liang Ding
Qihuang Zhong
Ximing Li
Dacheng Tao
184
41
0
16 Apr 2022
Probing Script Knowledge from Pre-Trained Models
Zijian Jin
Xingyu Zhang
Mo Yu
Lifu Huang
159
5
0
16 Apr 2022
mGPT: Few-Shot Learners Go Multilingual
Transactions of the Association for Computational Linguistics (TACL), 2022
Oleh Shliazhko
Alena Fenogenova
Maria Tikhonova
Vladislav Mikhailov
Anastasia Kozlova
Tatiana Shavrina
360
190
0
15 Apr 2022
IDPG: An Instance-Dependent Prompt Generation Method
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Zhuofeng Wu
Sinong Wang
Jiatao Gu
Rui Hou
Yuxiao Dong
V. Vydiswaran
Hao Ma
VLM
168
69
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09 Apr 2022
PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization
International Conference on Computational Linguistics (COLING), 2022
Xiaochen Liu
Yang Gao
Yu Bai
Jiawei Li
Yinan Hu
Yang Gao
Boxing Chen
287
24
0
09 Apr 2022
Contrastive Demonstration Tuning for Pre-trained Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Xiaozhuan Liang
Ningyu Zhang
Shuyang Cheng
Zhenru Zhang
Chuanqi Tan
Huajun Chen
VLM
ALM
VPVLM
261
10
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09 Apr 2022
Knowledge Infused Decoding
International Conference on Learning Representations (ICLR), 2022
Ruibo Liu
Guoqing Zheng
Shashank Gupta
Radhika Gaonkar
Chongyang Gao
Soroush Vosoughi
Milad Shokouhi
Ahmed Hassan Awadallah
KELM
196
17
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06 Apr 2022
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning
International Conference on Information and Knowledge Management (CIKM), 2022
Shicheng Xu
Liang Pang
Huawei Shen
Xueqi Cheng
VLM
164
18
0
06 Apr 2022
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging
Findings (Findings), 2022
Yutai Hou
Cheng Chen
Xianzhen Luo
Yue Liu
Wanxiang Che
BDL
165
26
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02 Apr 2022
Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning
Web Search and Data Mining (WSDM), 2022
Ziyun Xu
Chengyu Wang
Minghui Qiu
Fuli Luo
Runxin Xu
Songfang Huang
Yanjie Liang
VLM
215
40
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01 Apr 2022
Exploring Visual Prompts for Adapting Large-Scale Models
Hyojin Bahng
Ali Jahanian
S. Sankaranarayanan
Phillip Isola
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VPVLM
LRM
379
341
0
31 Mar 2022
SpeechPrompt: An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks
Kai-Wei Chang
Wei-Cheng Tseng
Shang-Wen Li
Hung-yi Lee
447
23
0
31 Mar 2022
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)
ACM Conference on Recommender Systems (RecSys), 2022
Shijie Geng
Shuchang Liu
Zuohui Fu
Yingqiang Ge
Zelong Li
VLM
AI4TS
789
679
0
24 Mar 2022
Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Boxi Cao
Hongyu Lin
Xianpei Han
Fangchao Liu
Le Sun
ELM
AAML
139
45
0
23 Mar 2022
Prototypical Verbalizer for Prompt-based Few-shot Tuning
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Ganqu Cui
Shengding Hu
Ning Ding
Longtao Huang
Zhiyuan Liu
VLM
184
113
0
18 Mar 2022
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Rongzhi Zhang
Yue Yu
Pranav Shetty
Le Song
Chao Zhang
372
28
0
18 Mar 2022
Hyperdecoders: Instance-specific decoders for multi-task NLP
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Michal Guerquin
Matthew E. Peters
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350
23
0
15 Mar 2022
GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Archiki Prasad
Peter Hase
Xiang Zhou
Joey Tianyi Zhou
231
147
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14 Mar 2022
Continual Prompt Tuning for Dialog State Tracking
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Qi Zhu
Bing Li
Fei Mi
Xiaoyan Zhu
Shiyu Huang
CLL
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233
67
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13 Mar 2022
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings
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Haochen Tan
Wei Shao
Han Wu
Ke Yang
Linqi Song
101
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11 Mar 2022
Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Xiwen Liang
Fengda Zhu
Lingling Li
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Xiaodan Liang
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119
33
0
08 Mar 2022
Pre-trained Token-replaced Detection Model as Few-shot Learner
International Conference on Computational Linguistics (COLING), 2022
Zicheng Li
Shoushan Li
Guodong Zhou
178
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07 Mar 2022
Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models
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Yifei Li
Zeqi Lin
Qian Liu
Bei Chen
Qiang Fu
Weizhu Chen
Nanning Zheng
Jian-Guang Lou
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218
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07 Mar 2022
Revisiting Parameter-Efficient Tuning: Are We Really There Yet?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
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Fangyu Liu
Zaiqiao Meng
Shangsong Liang
250
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16 Feb 2022
Delving Deeper into Cross-lingual Visual Question Answering
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Jonas Pfeiffer
Anna Korhonen
Ivan Vulić
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294
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Personalized Prompt Learning for Explainable Recommendation
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Zelong Li
Li Chen
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260
218
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Domain Adaptation via Prompt Learning
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Chunjiang Ge
Rui Huang
Mixue Xie
Zihang Lai
Shiji Song
Shuang Li
Gao Huang
VPVLM
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263
217
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14 Feb 2022
I-Tuning: Tuning Frozen Language Models with Image for Lightweight Image Captioning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Ziyang Luo
Zhipeng Hu
Yadong Xi
Rongsheng Zhang
Jing Ma
VLM
180
28
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Generating Training Data with Language Models: Towards Zero-Shot Language Understanding
Neural Information Processing Systems (NeurIPS), 2022
Yu Meng
Jiaxin Huang
Yu Zhang
Jiawei Han
SyDa
224
274
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09 Feb 2022
Prompt-Guided Injection of Conformation to Pre-trained Protein Model
Qiang Zhang
Zeyuan Wang
Yuqiang Han
Haoran Yu
Xurui Jin
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165
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Protum: A New Method For Prompt Tuning Based on "[MASK]"
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Yuxi Chen
Yan Wang
Yanru Zhang
AAML
98
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28 Jan 2022
Ontology-enhanced Prompt-tuning for Few-shot Learning
The Web Conference (WWW), 2022
Hongbin Ye
Ningyu Zhang
Shumin Deng
Xiang Chen
Hui Chen
Feiyu Xiong
Xi Chen
Huajun Chen
302
75
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27 Jan 2022
Black-box Prompt Learning for Pre-trained Language Models
Shizhe Diao
Zhichao Huang
Ruijia Xu
Xuechun Li
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Xiao Zhou
Tong Zhang
VLM
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290
83
0
21 Jan 2022
Instance-aware Prompt Learning for Language Understanding and Generation
Feihu Jin
Jinliang Lu
Jiajun Zhang
Chengqing Zong
134
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18 Jan 2022
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![Protum: A New Method For Prompt Tuning Based on "[MASK]"](https://cdn.parameterlab.de/resized-images/aHR0cHM6Ly9jZG4ucGFyYW1ldGVybGFiLmRlL3BhcGVycy8yMjAxLjEyMTA5L3BhZ2VzL3BhZ2UtMS1xODBkMzAwLmpwZw?w=256&q=75&f=webp)
