Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

28 July 2021

Graham Neubig

Papers citing "Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing"

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Title
PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery Shengxiang Zhang Salman Khan Zhiqiang Shen Muzammal Naseer Guangyi Chen Fahad Shahbaz Khan CLL VLM 42 59 0 11 Dec 2022
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader Weiwen Xu Xin Li Wenxuan Zhang Meng Zhou W. Lam Luo Si Lidong Bing 32 2 0 09 Dec 2022
Task Bias in Vision-Language Models Sachit Menon I. Chandratreya Carl Vondrick VLM SSL 27 6 0 08 Dec 2022
Harnessing the Power of Multi-Task Pretraining for Ground-Truth Level Natural Language Explanations Björn Plüster Jakob Ambsdorf Lukas Braach Jae Hee Lee S. Wermter 33 6 0 08 Dec 2022
Learning Domain Invariant Prompt for Vision-Language Models Cairong Zhao Yubin Wang Xinyang Jiang Yifei Shen Kaitao Song Dongsheng Li Duoqian Miao VLM VPVLM 41 23 0 08 Dec 2022
Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation Yulu Gan Yan Bai Yihang Lou Xianzheng Ma Renrui Zhang Nian Shi Lin Luo OOD VLM 44 96 0 08 Dec 2022
LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models Chan Hee Song Jiaman Wu Clay Washington Brian M Sadler Wei-Lun Chao Yu-Chuan Su LLMAG LM&Ro 65 390 0 08 Dec 2022
Discovering Latent Knowledge in Language Models Without Supervision Collin Burns Haotian Ye Dan Klein Jacob Steinhardt 73 342 0 07 Dec 2022
Robustness of Learning from Task Instructions Jiasheng Gu Hongyu Zhao Hanzi Xu Liang Nie Hongyuan Mei Wenpeng Yin OOD 44 33 0 07 Dec 2022
ViTPose++: Vision Transformer for Generic Body Pose Estimation Yufei Xu Jing Zhang Qiming Zhang Dacheng Tao ViT 68 41 0 07 Dec 2022
Towards using Few-Shot Prompt Learning for Automating Model Completion Meriem Ben Chaaben Lola Burgueño H. Sahraoui VLM LRM 22 32 0 07 Dec 2022
Automated Identification of Eviction Status from Electronic Health Record Notes Zonghai Yao J. Tsai Weisong Liu David Levy Emily Druhl J. Reisman Hongfeng Yu 47 10 0 06 Dec 2022
In-context Examples Selection for Machine Translation Sweta Agrawal Chunting Zhou M. Lewis Luke Zettlemoyer Marjan Ghazvininejad LRM 50 190 0 05 Dec 2022
Legal Prompt Engineering for Multilingual Legal Judgement Prediction Dietrich Trautmann Alina Petrova Frank Schilder ELM AILaw 50 74 0 05 Dec 2022
Controllable Image Captioning via Prompting Ning Wang Jiahao Xie Jihao Wu Mingbo Jia Linlin Li 35 23 0 04 Dec 2022
Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts Arshiya Aggarwal Jiao Sun Nanyun Peng 22 6 0 03 Dec 2022
CoP: Factual Inconsistency Detection by Controlling the Preference Shuaijie She Xiang Geng Shujian Huang Jiajun Chen 38 4 0 03 Dec 2022
Designing Ecosystems of Intelligence from First Principles Karl J. Friston M. Ramstead Alex B. Kiefer Alexander Tschantz Christopher L. Buckley ... K. Fung Jason G. Fox Steven Swanson D. Mapes Gabriel René 31 32 0 02 Dec 2022
SumREN: Summarizing Reported Speech about Events in News R. Reddy Heba Elfardy Hou Pong Chan Kevin Small Chenhui Xu 33 5 0 02 Dec 2022
Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-world Yulu Gan Mingjie Pan Rongyu Zhang Zijian Ling Lingran Zhao Jiaming Liu Shanghang Zhang VLM 38 15 0 02 Dec 2022
Few-Shot Nested Named Entity Recognition Hong Ming Jiaoyun Yang Lili Jiang Yan Pan Ning An 40 10 0 02 Dec 2022
Context-Aware Robust Fine-Tuning Xiaofeng Mao YueFeng Chen Xiaojun Jia Rong Zhang Hui Xue Zhao Li VLM CLIP 44 25 0 29 Nov 2022
Action-GPT: Leveraging Large-scale Language Models for Improved and Generalized Action Generation Sai Shashank Kalakonda Shubh Maheshwari Ravi Kiran Sarvadevabhatla 56 27 0 28 Nov 2022
On the Security Vulnerabilities of Text-to-SQL Models Xutan Peng Yipeng Zhang Jingfeng Yang Mark Stevenson SILM 45 10 0 28 Nov 2022
Arguments to Key Points Mapping with Prompt-based Learning Ahnaf Mozib Samin Behrooz Nikandish Jingyan Chen AAML 29 2 0 28 Nov 2022
PUnifiedNER: A Prompting-based Unified NER System for Diverse Datasets Jinghui Lu Rui Zhao Brian Mac Namee Fei Tan 29 19 0 27 Nov 2022
Navigation as Attackers Wish? Towards Building Robust Embodied Agents under Federated Learning Yunchao Zhang Zonglin Di KAI-QING Zhou Cihang Xie Xin Eric Wang FedML AAML 48 2 0 27 Nov 2022
BadPrompt: Backdoor Attacks on Continuous Prompts Xiangrui Cai Haidong Xu Sihan Xu Ying Zhang Xiaojie Yuan SILM 33 63 0 27 Nov 2022
An Automatic SOAP Classification System Using Weakly Supervision And Transfer Learning Sunjae Kwon Zhichao Yang Hong-ye Yu 46 2 0 26 Nov 2022
Undesirable Biases in NLP: Addressing Challenges of Measurement Oskar van der Wal Dominik Bachmann Alina Leidinger L. Maanen Willem H. Zuidema K. Schulz 56 7 0 24 Nov 2022
TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering Yueqing Sun Yu Zhang Le Qi Qi Shi ReLM RALM LRM 26 5 0 24 Nov 2022
Semi-Supervised Lifelong Language Learning Ying Zhao Yinhe Zheng Yu Bowen Zhiliang Tian Dongkyu Lee Jian Sun Haiyang Yu Yongbin Li N. Zhang CLL KELM 61 3 0 23 Nov 2022
AutoReply: Detecting Nonsense in Dialogue Introspectively with Discriminative Replies Weiyan Shi Emily Dinan Adithya Renduchintala Daniel Fried Athul Paul Jacob Zhou Yu M. Lewis AAML 57 2 0 22 Nov 2022
Multitask Vision-Language Prompt Tuning Sheng Shen Shijia Yang Tianjun Zhang Bohan Zhai Joseph E. Gonzalez Kurt Keutzer Trevor Darrell VLM VPVLM 19 49 0 21 Nov 2022
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning Xiangyang Zhu Renrui Zhang Bowei He Ziyu Guo Ziyao Zeng Zipeng Qin Shanghang Zhang Peng Gao VLM 45 137 0 21 Nov 2022
Understanding and Improving Visual Prompting: A Label-Mapping Perspective Aochuan Chen Yuguang Yao Pin-Yu Chen Yihua Zhang Sijia Liu VPVLM VLM 69 75 0 21 Nov 2022
ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation Shishuai Hu Zehui Liao Yong-quan Xia OOD MedIm 37 21 0 21 Nov 2022
ClipCrop: Conditioned Cropping Driven by Vision-Language Model Zhihang Zhong Mingxi Cheng Zhirong Wu Yuhui Yuan Yinqiang Zheng Ji Li Han Hu Stephen Lin Yoichi Sato Imari Sato VLM CLIP 40 3 0 21 Nov 2022
TCBERT: A Technical Report for Chinese Topic Classification BERT Ting Han Kunhao Pan Xinyu Chen Dingjie Song Yuchen Fan Xinyu Gao Ruyi Gan Jiaxing Zhang VLM 35 1 0 21 Nov 2022
UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning Zengzhi Wang Rui Xia Jianfei Yu 44 11 0 20 Nov 2022
Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning Xiaocheng Lu Ziming Liu Song Guo Jingcai Guo CoGe 68 30 0 19 Nov 2022
PAL: Program-aided Language Models Luyu Gao Aman Madaan Shuyan Zhou Uri Alon Pengfei Liu Yiming Yang Jamie Callan Graham Neubig ReLM LRM 34 428 0 18 Nov 2022
CapEnrich: Enriching Caption Semantics for Web Images via Cross-modal Pre-trained Knowledge Linli Yao Wei Chen Qin Jin VLM 41 10 0 17 Nov 2022
Prompt Tuning for Parameter-efficient Medical Image Segmentation Marc Fischer Alexander Bartler Bin Yang SSeg 31 19 0 16 Nov 2022
On Measuring the Intrinsic Few-Shot Hardness of Datasets Xinran Zhao Shikhar Murty Christopher D. Manning 19 5 0 16 Nov 2022
Prompting PaLM for Translation: Assessing Strategies and Performance David Vilar Markus Freitag Colin Cherry Jiaming Luo Viresh Ratnakar George F. Foster LRM 44 156 0 16 Nov 2022
Consecutive Question Generation via Dynamic Multitask Learning Yun Li Sujian Li Xing Shi LRM 37 2 0 16 Nov 2022
On the Compositional Generalization Gap of In-Context Learning Arian Hosseini Ankit Vani Dzmitry Bahdanau Alessandro Sordoni Rameswar Panda 41 24 0 15 Nov 2022
PromptCap: Prompt-Guided Task-Aware Image Captioning Yushi Hu Hang Hua Zhengyuan Yang Weijia Shi Noah A. Smith Jiebo Luo 68 103 0 15 Nov 2022
FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers Jinyu Chen Wenchao Xu Song Guo Junxiao Wang Jie Zhang Yining Qi FedML 40 32 0 15 Nov 2022