GPT Understands, Too

18 March 2021

Xiao Liu

Papers citing "GPT Understands, Too"

50 / 612 papers shown

Title
Instance-aware Prompt Learning for Language Understanding and Generation Feihu Jin Jinliang Lu Jiajun Zhang Chengqing Zong 10 32 0 18 Jan 2022
A Dual Prompt Learning Framework for Few-Shot Dialogue State Tracking Yuting Yang Wenqiang Lei Pei Huang Juan Cao Jintao Li Tat-Seng Chua 17 14 0 15 Jan 2022
Black-Box Tuning for Language-Model-as-a-Service Tianxiang Sun Yunfan Shao Hong Qian Xuanjing Huang Xipeng Qiu VLM 39 255 0 10 Jan 2022
Few-shot Learning with Multilingual Language Models Xi Victoria Lin Todor Mihaylov Mikel Artetxe Tianlu Wang Shuohui Chen ... Luke Zettlemoyer Zornitsa Kozareva Mona T. Diab Ves Stoyanov Xian Li BDL ELM LRM 56 284 0 20 Dec 2021
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework Mengjie Zhao Fei Mi Yasheng Wang Minglei Li Xin Jiang Qun Liu Hinrich Schütze RALM 25 11 0 14 Dec 2021
Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation Tianyi Liu Zuxuan Wu Wenhan Xiong Jingjing Chen Yu-Gang Jiang VLM MLLM 32 10 0 10 Dec 2021
Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks Xizhou Zhu Jinguo Zhu Hao Li Xiaoshi Wu Xiaogang Wang Hongsheng Li Xiaohua Wang Jifeng Dai 36 128 0 02 Dec 2021
One to Transfer All: A Universal Transfer Framework for Vision Foundation Model with Few Data Yujie Wang Junqin Huang Mengya Gao Yichao Wu Zhen-fei Yin Ding Liang Junjie Yan 6 0 0 24 Nov 2021
On Transferability of Prompt Tuning for Natural Language Processing Yusheng Su Xiaozhi Wang Yujia Qin Chi-Min Chan Yankai Lin ... Peng Li Juanzi Li Lei Hou Maosong Sun Jie Zhou AAML VLM 18 98 0 12 Nov 2021
Response Generation with Context-Aware Prompt Learning X. Gu Kang Min Yoo Sang-Woo Lee 19 25 0 04 Nov 2021
CLUES: Few-Shot Learning Evaluation in Natural Language Understanding Subhabrata Mukherjee Xiaodong Liu Guoqing Zheng Saghar Hosseini Hao Cheng Greg Yang Christopher Meek Ahmed Hassan Awadallah Jianfeng Gao ELM 25 11 0 04 Nov 2021
OpenPrompt: An Open-source Framework for Prompt-learning Ning Ding Shengding Hu Weilin Zhao Yulin Chen Zhiyuan Liu Haitao Zheng Maosong Sun VLM LLMAG 23 283 0 03 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 55 1,024 0 01 Nov 2021
The Power of Prompt Tuning for Low-Resource Semantic Parsing Nathan Schucher Siva Reddy H. D. Vries VLM 96 36 0 16 Oct 2021
Control Prefixes for Parameter-Efficient Text Generation Jordan Clive Kris Cao Marek Rei 36 32 0 15 Oct 2021
Kronecker Decomposition for GPT Compression Ali Edalati Marzieh S. Tahaei Ahmad Rashid V. Nia J. Clark Mehdi Rezagholizadeh 34 33 0 15 Oct 2021
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Matthew Cer VLM LRM 137 277 0 15 Oct 2021
Sparks: Inspiration for Science Writing using Language Models Katy Ilonka Gero Vivian Liu Lydia B. Chilton LRM 97 171 0 14 Oct 2021
Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models Xin Zhou Ruotian Ma Tao Gui Y. Tan Qi Zhang Xuanjing Huang VLM 16 5 0 14 Oct 2021
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5 Chengwei Qin Shafiq R. Joty CLL 170 98 0 14 Oct 2021
MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators Zhixing Tan Xiangwen Zhang Shuo Wang Yang Liu VLM LRM 205 52 0 13 Oct 2021
Large Language Models Can Be Strong Differentially Private Learners Xuechen Li Florian Tramèr Percy Liang Tatsunori Hashimoto 11 365 0 12 Oct 2021
CLIP-Adapter: Better Vision-Language Models with Feature Adapters Peng Gao Shijie Geng Renrui Zhang Teli Ma Rongyao Fang Yongfeng Zhang Hongsheng Li Yu Qiao VLM CLIP 60 982 0 09 Oct 2021
A Few More Examples May Be Worth Billions of Parameters Yuval Kirstain Patrick Lewis Sebastian Riedel Omer Levy 14 21 0 08 Oct 2021
Template-free Prompt Tuning for Few-shot NER Ruotian Ma Xin Zhou Tao Gui Y. Tan Linyang Li Qi Zhang Xuanjing Huang VLM 143 177 0 28 Sep 2021
FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding Yanan Zheng Jing Zhou Yujie Qian Ming Ding Chonghua Liao Jian Li Ruslan Salakhutdinov Jie Tang Sebastian Ruder Zhilin Yang ELM 204 29 0 27 Sep 2021
Paradigm Shift in Natural Language Processing Tianxiang Sun Xiangyang Liu Xipeng Qiu Xuanjing Huang 116 82 0 26 Sep 2021
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation Chenguang Wang Xiao Liu Zui Chen Haoyun Hong Jie Tang D. Song 185 35 0 23 Sep 2021
Distilling Relation Embeddings from Pre-trained Language Models Asahi Ushio Jose Camacho-Collados Steven Schockaert 11 21 0 21 Sep 2021
Efficient Attribute Injection for Pretrained Language Models Reinald Kim Amplayo Kang Min Yoo Sang-Woo Lee 17 0 0 16 Sep 2021
Reframing Instructional Prompts to GPTk's Language Swaroop Mishra Daniel Khashabi Chitta Baral Yejin Choi Hannaneh Hajishirzi 28 214 0 16 Sep 2021
Exploring Prompt-based Few-shot Learning for Grounded Dialog Generation Chujie Zheng Minlie Huang 51 44 0 14 Sep 2021
TopicRefine: Joint Topic Prediction and Dialogue Response Generation for Multi-turn End-to-End Dialogue System Hongru Wang Mingyu Cui Zimo Zhou Gabriel Pui Cheong Fung Kam-Fai Wong BDL 11 9 0 11 Sep 2021
CINS: Comprehensive Instruction for Few-shot Learning in Task-oriented Dialog Systems Fei Mi Yitong Li Yasheng Wang Xin Jiang Qun Liu 17 42 0 10 Sep 2021
PPT: Pre-trained Prompt Tuning for Few-shot Learning Yuxian Gu Xu Han Zhiyuan Liu Minlie Huang VLM 27 401 0 09 Sep 2021
Continuous Entailment Patterns for Lexical Inference in Context Martin Schmitt Hinrich Schütze 23 3 0 08 Sep 2021
Discrete and Soft Prompting for Multilingual Models Mengjie Zhao Hinrich Schütze LRM 10 71 0 08 Sep 2021
NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction Yi Sun Yu Zheng Chao Hao Hangping Qiu VLM 25 36 0 08 Sep 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 322 2,261 0 02 Sep 2021
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting Xiang Chen Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen Ningyu Zhang VLM 34 65 0 31 Aug 2021
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners Ningyu Zhang Luoqiu Li Xiang Chen Shumin Deng Zhen Bi Chuanqi Tan Fei Huang Huajun Chen VLM 28 170 0 30 Aug 2021
Prompt-Learning for Fine-Grained Entity Typing Ning Ding Yulin Chen Xu Han Guangwei Xu Pengjun Xie Haitao Zheng Zhiyuan Liu Juan-Zi Li Hong-Gee Kim 15 155 0 24 Aug 2021
Noisy Channel Language Model Prompting for Few-Shot Text Classification Sewon Min Michael Lewis Hannaneh Hajishirzi Luke Zettlemoyer VLM 15 218 0 09 Aug 2021
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification Shengding Hu Ning Ding Huadong Wang Zhiyuan Liu Jingang Wang Juan-Zi Li Wei Yu Wu Maosong Sun VLM 27 359 0 04 Aug 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 23 3,819 0 28 Jul 2021
FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark Liang Xu Xiaojing Lu Chenyang Yuan Xuanwei Zhang Huilin Xu ... Guoao Wei X. Pan Xin Tian Libo Qin Hai Hu ELM 24 56 0 15 Jul 2021
Language Models are Good Translators Shuo Wang Zhaopeng Tu Zhixing Tan Wenxuan Wang Maosong Sun Yang Liu 11 21 0 25 Jun 2021
Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models Robert L Logan IV Ivana Balavzević Eric Wallace Fabio Petroni Sameer Singh Sebastian Riedel VPVLM 20 207 0 24 Jun 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 13 9,461 0 17 Jun 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 33 513 0 24 May 2021