Papers citing 'GPT Understands, Too'

Title
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 131 51 0 15 May 2022
Adaptive Prompt Learning-based Few-Shot Sentiment AnalysisNeural Processing Letters (NPL), 2022 Pengfei Zhang Tingting Chai Yongdong Xu VLM 120 18 0 15 May 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and OpportunitiesACM Computing Surveys (ACM CSUR), 2022 Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 264 533 0 13 May 2022
Dynamic Prefix-Tuning for Generative Template-based Event ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Xiao Liu Heyan Huang Ge Shi Bo Wang 136 114 0 12 May 2022
Towards Unified Prompt Tuning for Few-shot Text ClassificationConference 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 112 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 117 8 0 07 May 2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jiadong Wang Chengyu Wang Minghui Qiu Qiuhui Shi Hongbin Wang Yanjie Liang Ming Gao RALM 173 19 0 06 May 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt TuningAnnual 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 195 42 0 04 May 2022
P^3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuningAnnual 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 121 12 0 04 May 2022
SparCAssist: A Model Risk Assessment Assistant Based on Sparse Generated CounterfactualsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Zijian Zhang Vinay Setty Avishek Anand 121 7 0 03 May 2022
Learning to Transfer Prompts for Text GenerationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Junyi Li Tianyi Tang J. Nie Ji-Rong Wen Wayne Xin Zhao 183 43 0 03 May 2022
EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language ProcessingConference 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 179 21 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 141 31 0 28 Apr 2022
Probing Simile Knowledge from Pre-trained Language ModelsAnnual 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 122 11 0 27 Apr 2022
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment AnalysisInternational Conference on Computational Linguistics (COLING), 2022 Bing Wang Liang Ding Qihuang Zhong Ximing Li Dacheng Tao 156 40 0 16 Apr 2022
Probing Script Knowledge from Pre-Trained Models Zijian Jin Xingyu Zhang Mo Yu Lifu Huang 143 5 0 16 Apr 2022
mGPT: Few-Shot Learners Go MultilingualTransactions of the Association for Computational Linguistics (TACL), 2022 Oleh Shliazhko Alena Fenogenova Maria Tikhonova Vladislav Mikhailov Anastasia Kozlova Tatiana Shavrina 292 183 0 15 Apr 2022
IDPG: An Instance-Dependent Prompt Generation MethodNorth 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 143 68 0 09 Apr 2022
PSP: Pre-trained Soft Prompts for Few-Shot Abstractive SummarizationInternational Conference on Computational Linguistics (COLING), 2022 Xiaochen Liu Yang Gao Yu Bai Jiawei Li Yinan Hu Yang Gao Boxing Chen 232 24 0 09 Apr 2022
Contrastive Demonstration Tuning for Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Xiaozhuan Liang Ningyu Zhang Shuyang Cheng Zhenru Zhang Chuanqi Tan Huajun Chen VLM ALM VPVLM 220 10 0 09 Apr 2022
Knowledge Infused DecodingInternational Conference on Learning Representations (ICLR), 2022 Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 150 17 0 06 Apr 2022
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt LearningInternational Conference on Information and Knowledge Management (CIKM), 2022 Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng VLM 147 18 0 06 Apr 2022
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot TaggingFindings (Findings), 2022 Yutai Hou Cheng Chen Xianzhen Luo Yue Liu Wanxiang Che BDL 140 25 0 02 Apr 2022
Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt TuningWeb Search and Data Mining (WSDM), 2022 Ziyun Xu Chengyu Wang Minghui Qiu Fuli Luo Runxin Xu Songfang Huang Yanjie Liang VLM 177 40 0 01 Apr 2022
Exploring Visual Prompts for Adapting Large-Scale Models Hyojin Bahng Ali Jahanian S. Sankaranarayanan Phillip Isola VLM VPVLM LRM 279 337 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 363 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 597 647 0 24 Mar 2022
Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal ViewAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Boxi Cao Hongyu Lin Xianpei Han Fangchao Liu Le Sun ELM AAML 123 44 0 23 Mar 2022
Prototypical Verbalizer for Prompt-based Few-shot TuningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ganqu Cui Shengding Hu Ning Ding Longtao Huang Zhiyuan Liu VLM 144 112 0 18 Mar 2022
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Rongzhi Zhang Yue Yu Pranav Shetty Le Song Chao Zhang 315 28 0 18 Mar 2022
Hyperdecoders: Instance-specific decoders for multi-task NLPConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Michal Guerquin Matthew E. Peters AI4CE 309 23 0 15 Mar 2022
GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Archiki Prasad Peter Hase Xiang Zhou Joey Tianyi Zhou 197 145 0 14 Mar 2022
Continual Prompt Tuning for Dialog State TrackingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Qi Zhu Bing Li Fei Mi Xiaoyan Zhu Shiyu Huang CLL KELM 181 67 0 13 Mar 2022
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence EmbeddingsFindings (Findings), 2022 Haochen Tan Wei Shao Han Wu Ke Yang Linqi Song 74 20 0 11 Mar 2022
Visual-Language Navigation Pretraining via Prompt-based Environmental Self-explorationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Xiwen Liang Fengda Zhu Lingling Li Hang Xu Xiaodan Liang LM&Ro VLM 108 32 0 08 Mar 2022
Pre-trained Token-replaced Detection Model as Few-shot LearnerInternational Conference on Computational Linguistics (COLING), 2022 Zicheng Li Shoushan Li Guodong Zhou 161 10 0 07 Mar 2022
Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models Shengnan An Yifei Li Zeqi Lin Qian Liu Bei Chen Qiang Fu Weizhu Chen Nanning Zheng Jian-Guang Lou VLM AAML 185 47 0 07 Mar 2022
Revisiting Parameter-Efficient Tuning: Are We Really There Yet?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Guanzheng Chen Fangyu Liu Zaiqiao Meng Shangsong Liang 191 107 0 16 Feb 2022
Delving Deeper into Cross-lingual Visual Question AnsweringFindings (Findings), 2022 Chen Cecilia Liu Jonas Pfeiffer Anna Korhonen Ivan Vulić Iryna Gurevych 231 10 0 15 Feb 2022
Personalized Prompt Learning for Explainable Recommendation Lei Li Zelong Li Li Chen LRM 169 211 0 15 Feb 2022
Domain Adaptation via Prompt LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Chunjiang Ge Rui Huang Mixue Xie Zihang Lai Shiji Song Shuang Li Gao Huang VPVLM VLM 192 212 0 14 Feb 2022
I-Tuning: Tuning Frozen Language Models with Image for Lightweight Image CaptioningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Ziyang Luo Zhipeng Hu Yadong Xi Rongsheng Zhang Jing Ma VLM 151 27 0 14 Feb 2022
Generating Training Data with Language Models: Towards Zero-Shot Language UnderstandingNeural Information Processing Systems (NeurIPS), 2022 Yu Meng Jiaxin Huang Yu Zhang Jiawei Han SyDa 157 266 0 09 Feb 2022
Prompt-Guided Injection of Conformation to Pre-trained Protein Model Qiang Zhang Zeyuan Wang Yuqiang Han Haoran Yu Xurui Jin Huajun Chen 149 3 0 07 Feb 2022
Protum: A New Method For Prompt Tuning Based on "[MASK]" Pan He Yuxi Chen Yan Wang Yanru Zhang AAML 90 4 0 28 Jan 2022
Ontology-enhanced Prompt-tuning for Few-shot LearningThe Web Conference (WWW), 2022 Hongbin Ye Ningyu Zhang Shumin Deng Xiang Chen Hui Chen Feiyu Xiong Xi Chen Huajun Chen 267 75 0 27 Jan 2022
Black-box Prompt Learning for Pre-trained Language Models Shizhe Diao Zhichao Huang Ruijia Xu Xuechun Li Yong Lin Xiao Zhou Tong Zhang VLM AAML 186 83 0 21 Jan 2022
Instance-aware Prompt Learning for Language Understanding and Generation Feihu Jin Jinliang Lu Jiajun Zhang Chengqing Zong 91 37 0 18 Jan 2022
A Dual Prompt Learning Framework for Few-Shot Dialogue State TrackingThe Web Conference (WWW), 2022 Yuting Yang Wenqiang Lei Pei Huang Juan Cao Jintao Li Tat-Seng Chua 167 19 0 15 Jan 2022
Black-Box Tuning for Language-Model-as-a-ServiceInternational Conference on Machine Learning (ICML), 2022 Tianxiang Sun Yunfan Shao Hong Qian Xuanjing Huang Xipeng Qiu VLM 330 316 0 10 Jan 2022