| NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction | Oct 1, 2022 | Entity LinkingLanguage Modeling | —Unverified | 0 |
| Aspect-based Sentiment Analysis as Machine Reading Comprehension | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| A Two Stage Adaptation Framework for Frame Detection via Prompt Learning | Oct 1, 2022 | Domain AdaptationPrompt Learning | CodeCode Available | 0 |
| ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation Recognition | Oct 1, 2022 | Language ModellingPrompt Learning | CodeCode Available | 0 |
| 融合提示学习的故事生成方法(A Story Generation Method Incorporating Prompt Learning) | Oct 1, 2022 | Prompt LearningStory Generation | —Unverified | 0 |
| 基于主题提示学习的零样本立场检测方法(A Topic-based Prompt Learning Method for Zero-Shot Stance Detection) | Oct 1, 2022 | Prompt LearningStance Detection | —Unverified | 0 |
| What Makes Pre-trained Language Models Better Zero-shot Learners? | Sep 30, 2022 | Language ModellingPrompt Learning | CodeCode Available | 0 |
| Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation | Sep 30, 2022 | Domain AdaptationMulti-Source Unsupervised Domain Adaptation | CodeCode Available | 0 |
| Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning | Sep 29, 2022 | Logical ReasoningMath | CodeCode Available | 1 |
| Prompt-driven efficient Open-set Semi-supervised Learning | Sep 28, 2022 | Computational EfficiencyOutlier Detection | —Unverified | 0 |
| A Unified Generative Framework based on Prompt Learning for Various Information Extraction Tasks | Sep 23, 2022 | Prompt LearningRelation Extraction | —Unverified | 0 |
| A Few-shot Approach to Resume Information Extraction via Prompts | Sep 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| PromptAttack: Prompt-based Attack for Language Models via Gradient Search | Sep 5, 2022 | Prompt Learning | —Unverified | 0 |
| LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data | Aug 31, 2022 | Image-to-Image TranslationPrompt Learning | CodeCode Available | 1 |
| Prompt-Matched Semantic Segmentation | Aug 22, 2022 | Prompt LearningRepresentation Learning | —Unverified | 0 |
| Prompt Vision Transformer for Domain Generalization | Aug 18, 2022 | Domain GeneralizationPrompt Learning | CodeCode Available | 1 |
| S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental Learning | Jul 26, 2022 | Continual LearningExemplar-Free | CodeCode Available | 1 |
| ELECTRA is a Zero-Shot Learner, Too | Jul 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| PromptGen: Automatically Generate Prompts using Generative Models | Jul 1, 2022 | Knowledge ProbingPrompt Learning | —Unverified | 0 |
| Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning | Jun 19, 2022 | Language ModellingPrompt Learning | CodeCode Available | 1 |
| Instance-wise Prompt Tuning for Pretrained Language Models | Jun 4, 2022 | Prompt Learning | —Unverified | 0 |
| Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning | May 29, 2022 | Few-Shot Text ClassificationMemorization | CodeCode Available | 2 |
| Prompt-based Learning for Unpaired Image Captioning | May 26, 2022 | Image CaptioningImage-text Retrieval | —Unverified | 0 |
| Adaptive Prompt Learning-based Few-Shot Sentiment Analysis | May 15, 2022 | Prompt LearningSentiment Analysis | CodeCode Available | 0 |
| Clinical Prompt Learning with Frozen Language Models | May 11, 2022 | BenchmarkingGPU | CodeCode Available | 1 |
